Release 2023-04 follow-up #1258

stonebig · 2023-09-03T09:39:03Z

Target date: end november 2023

wanted:

packages:
- Torch-2.1.1
- numpy-1.26.2, with Array API v2022.12 support
infrastructure :
- a beta and partial Python-3.12 (missing 20% of packages: eco-system struggles, far from mature)

focus:

reduce speed debt in ipython : Jedi-0.19 / ~~ruff~~ / spyder-5.5
reduce winpython build effort: mamba ? or less "anticipation" ? "rye" (experiment) seems the equivalent of "mamba" for pip

postpone:

python-3.13 alpha series : 3.13a2 not yet interesting

exploratory:

llm on local, ragna on ...
Onnx again
Spyder Qt6 progress to get rid of next biggest technical debt Qt5
thinking on next technical debts
- nullsoft icons
- dos
- tcl/tk
- ... ideal may be to have WinPython down to a simple requirements.txt, ...
- ... or/and..., github actions looks the path from requirements to binary published

direction:

speed: python-3.13 with multi-interpreters, free-threads, small jit
local data-science: numpy-2, polars, duckdb-1, array-api, rust packages
local AI: torch, llm, windows-ai
universality: jupyterlite, jupyterlab-4, pyscript, web-apps

stonebig · 2023-09-03T09:39:18Z

hiccup7 · 2023-09-26T17:00:37Z

I notice that WinPython-3.11.5.0 has mpmath-1.2.1. The latest release was mpmath-1.3.0 on 2023-03-07. This was released by Fredrik Johansson, the original author of mpmath. After that, maintenance of the project has moved to the community. The development has moved to https://github.com/mpmath/mpmath
Note that https://github.com/fredrik-johansson/mpmath
automatically redirects to the new development site.

mpmath is a dependency of simpy, so Continuum Analytics and the Python community have put a lot of work into restructuring and improving it. So there are large risks of bugs in future releases beyond mpmath-1.3.0. However, I feel that updating to mpmath-1.3.0 is safe and stable for WinPython. Note the bug fixes here:
https://github.com/mpmath/mpmath/blob/master/CHANGES

hiccup7 · 2023-09-29T15:07:16Z

This is a friendly reminder to include scipy-1.11.2

RoyiAvital · 2023-09-29T18:37:25Z

reduce winpython build effort: mamba ? or less "anticipation" ? "rye" (experiment) seems the equivalent of "mamba" for pip

I really think you need to make this step.
I vote for MicroMamba mainly because of the MKL support and the fact it is backed by Conda people.

Actually with MicroMamba you'd be able to support Linus and MacOS as well.

stonebig · 2023-10-01T08:54:38Z

reduce winpython build effort: mamba ? or less "anticipation" ? "rye" (experiment) seems the equivalent of "mamba" for pip

I really think you need to make this step. I vote for MicroMamba mainly because of the MKL support and the fact it is backed by Conda people.

Actually with MicroMamba you'd be able to support Linus and MacOS as well.

To get Linux and MacOs "fire and forget" support would imply:

everything is build on Github,
winpython "specifics" is reduced to a recipe of ww bricks
is eventually a jupyterlite distro, like: https://stonebig.github.io/my-demo2/lab/index.html

There is no doubt to me, that a sort of Jupyterlite on wasm64 is the end game.

RoyiAvital · 2023-10-01T09:31:53Z

What's there to build?
The only thing needed is a yaml file + launchers.
If you move launchers to PowerShell same launcher can be on all OS's.

stonebig · 2023-10-08T20:04:11Z

WinPython 2023-04 b0 (2023-10-08)

Changes from WinPython 2023-03:

Infrastructure:
- python-3.12.0 final
- python-3.11.6
- msvc_runtime-14.36.32532
New Packages:
Upgraded Packages:
- duckdb-0.9.0, polars-0.19.7
- pydantic-2.4.2
- scipy-1.11.2, seaborn-0.13.0
- streamlit-1.27.2

Areas of particular interest for testers:

python updates,
duckdb-0.9.0, polars-0.19.7

next build:

numba-0.58.1+, numpy-1.26

binaries at:

MD5	SHA-1	SHA-256	Binary	Size	blake2b-256
0ffdf4460479c178451576aafdb85ef8	d735470ea30cb09d196c98f857eed97e8091a2e3	e4f2216a0d8e06d503fd07690571639b7f828a66f5441b9664f384af0ecec991	Winpython64-3.11.6.0dotb0.exe	25 169 782 Bytes	b861f74a5d10349e31e45b580e2949f3452f19647f78b3d7ac35e6259ae40bc2
37925fb4f9123256a7e856e4f870ff56	661819f01d88b4a9359f2aca5f3e6c3936da61e2	d70636320319f5594ebe1d651e53ea977a81cf4c8d5da8591e1fad1710929c1f	Winpython64-3.11.6.0b0.exe	792 562 644 Bytes	3661efba4e3e86e7a15fd93995291a4e2cc65087b3ef09cd4f7f286b64409696
55ff2d301d4ff07483c612710cf062c9	a723b6fa694fe03c53877ebf0fb2f0140868b69d	a7408659af6772f59c69e6e06a549ea8d1de15be77faeb2b183afa8b4bf43101	Winpython64-3.12.0.1dotb0.exe	24 173 930 Bytes	fa790bb5753ead140d553a7e9a1864f2bd6439d49fbd3d340063df90ed4b2f53

WinPython 3.11.6.0

The following packages are included in WinPython-64bit v3.11.6.0 b0.

Tools

Name	Version	Description
Nodejs	v18.17.1	a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs	9.6.7	a package manager for JavaScript
Pandoc	2.3	a universal document converter

Python packages

Name	Version	Description
Python	3.11.6	Python programming language with standard library
accelerate	0.23.0	Accelerate
adodbapi	2.6.1.3	A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine	2.3.1	Matrices describing affine transformation of the plane.
aiofiles	22.1.0	File support for asyncio.
aiohttp	3.8.3	Async http client/server framework (asyncio)
aiosignal	1.2.0	aiosignal: a list of registered asynchronous callbacks
aiosqlite	0.17.0	asyncio bridge to the standard sqlite3 module
alabaster	0.7.12	A configurable sidebar-enabled Sphinx theme
alembic	1.11.1	A database migration tool for SQLAlchemy.
algopy	0.5.7	ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair	5.1.1	Altair: A declarative statistical visualization library for Python.
altair_data_server	0.4.1	A background data server for Altair charts.
altair_transform	0.2.0	A python engine for evaluating Altair transforms.
aniso8601	9.0.1	A library for parsing ISO 8601 strings.
annotated_types	0.5.0	Reusable constraint types to use with typing.Annotated
ansi2html	1.6.0	Convert text with ANSI color codes to HTML or to LaTeX
ansiwrap	0.8.4	textwrap, but savvy to ANSI colors and styles
anyio	3.7.1	High level compatibility layer for multiple asynchronous event loop implementations
appdirs	1.4.4	A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi	21.3.0	The secure Argon2 password hashing algorithm.
argon2_cffi_bindings	21.2.0	Low-level CFFI bindings for Argon2
arrow	1.2.2	Better dates & times for Python
arviz	0.15.1	Exploratory analysis of Bayesian models
asciitree	0.3.3	Draws ASCII trees.
asgi_csrf	0.9	ASGI middleware for protecting against CSRF attacks
asgiref	3.5.2	ASGI specs, helper code, and adapters
asn1crypto	1.4.0	Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval	0.9.27	Safe, minimalistic evaluator of python expression using ast module
astroid	2.12.12	An abstract syntax tree for Python with inference support.
astropy	5.3.2	Community-developed python astronomy tools
asttokens	2.1.0	Annotate AST trees with source code positions
async_lru	2.0.4	Simple LRU cache for asyncio
async_timeout	4.0.3	Timeout context manager for asyncio programs
atomicwrites	1.4.0	Atomic file writes.
attrs	22.1.0	Classes Without Boilerplate
autopep8	1.7.0	A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core	1.29.2	Microsoft Azure Core Library for Python
azure_cosmos	4.5.0	Microsoft Azure Cosmos Client Library for Python
azure_identity	1.14.0	Microsoft Azure Identity Library for Python
babel	2.10.3	Internationalization utilities
backcall	0.2.0	Specifications for callback functions passed in to an API
baresql	0.8.0	playing SQL directly on Python datas
bcrypt	3.2.0	Modern password hashing for your software and your servers
beautifulsoup4	4.11.1	Screen-scraping library
binaryornot	0.4.4	Ultra-lightweight pure Python package to check if a file is binary or text.
black	23.9.1	The uncompromising code formatter.
bleach	6.0.0	An easy safelist-based HTML-sanitizing tool.
blinker	1.4	Fast, simple object-to-object and broadcast signaling
blis	0.7.10	The Blis BLAS-like linear algebra library, as a self-contained C-extension.
blosc	1.10.6	Blosc data compressor
bokeh	3.2.2	Interactive plots and applications in the browser from Python
botorch	0.8.5	Bayesian Optimization in PyTorch
bottleneck	1.3.4	Fast NumPy array functions written in C
bqplot	0.12.40	Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca	0.6.0	Generate complex HTML+JS pages with Python
brewer2mpl	1.4.1	Connect colorbrewer2.org color maps to Python and matplotlib
brotli	1.0.9	Python bindings for the Brotli compression library
build	0.10.0	A simple, correct Python build frontend
cachecontrol	0.12.11	httplib2 caching for requests
cachelib	0.9.0	A collection of cache libraries in the same API interface.
cachetools	5.2.0	Extensible memoizing collections and decorators
catalogue	2.0.8	Super lightweight function registries for your library
certifi	2022.9.24	Python package for providing Mozilla's CA Bundle.
cffi	1.15.0	Foreign Function Interface for Python calling C code.
cftime	1.6.0	Time-handling functionality from netcdf4-python
chardet	5.0.0	Universal encoding detector for Python 2 and 3
charset_normalizer	2.0.12	The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
cleo	2.0.1	Cleo allows you to create beautiful and testable command-line interfaces.
click	8.1.3	Composable command line interface toolkit
click_default_group	1.2.4	Extends click.Group to invoke a command without explicit subcommand name
click_default_group_wheel	1.2.2	Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel)
click_plugins	1.1.1	An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj	0.7.2	Click params for commmand line interfaces to GeoJSON
cloudpickle	2.1.0	Extended pickling support for Python objects
clr_loader	0.2.5	Generic pure Python loader for .NET runtimes
clrmagic	0.0.1a2	IPython cell magic to use .NET languages
colorama	0.4.6	Cross-platform colored terminal text.
colorcet	3.0.1	Collection of perceptually uniform colormaps
comm	0.1.3	Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
confection	0.1.1	The sweetest config system for Python
cons	0.4.5	An implementation of Lisp/Scheme-like cons in Python.
contourpy	1.0.7	Python library for calculating contours of 2D quadrilateral grids
cookiecutter	2.1.1	A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage	6.5.0	Code coverage measurement for Python
cramjam	2.6.2	Thin Python bindings to de/compression algorithms in Rust
crashtest	0.4.1	Manage Python errors with ease
cryptography	37.0.4	cryptography is a package which provides cryptographic recipes and primitives to Python developers.
cvxopt	1.3.0	Convex optimization package
cvxpy	1.3.1	A domain-specific language for modeling convex optimization problems in Python.
cycler	0.11.0	Composable style cycles
cymem	2.0.7	Manage calls to calloc/free through Cython
cython	3.0.2	The Cython compiler for writing C extensions for the Python language.
cytoolz	0.12.1	Cython implementation of Toolz: High performance functional utilities
daqp	0.5.1	DAQP: A dual active-set QP solver
dash	2.11.1	A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components	2.0.0	Core component suite for Dash
dash_html_components	2.0.0	Vanilla HTML components for Dash
dash_table	5.0.0	Dash table
dask	2023.8.0	Parallel PyData with Task Scheduling
dask_glm	0.2.0	Generalized Linear Models with Dask
dask_image	2023.8.1	Distributed image processing
dask_ml	2023.3.24	A library for distributed and parallel machine learning
dataclasses_json	0.5.7	Easily serialize dataclasses to and from JSON
datasette	0.64.3	A tool for exploring and publishing data
datasette_graphql	2.2	Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader	0.15.2	Data visualization toolchain based on aggregating into a grid
datashape	0.5.2	A data description language.
db.py	0.5.4b1	a db package that doesn't suck
deap	1.3.1	Distributed Evolutionary Algorithms in Python
debugpy	1.8.0	An implementation of the Debug Adapter Protocol for Python
decorator	4.4.2	Decorators for Humans
defusedxml	0.7.1	XML bomb protection for Python stdlib modules
deprecated	1.2.13	Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation	2.1.0	A library to handle automated deprecations
diff_match_patch	20200713	Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill	0.3.5	serialize all of python
dirty_cat	0.4.1	Machine learning with dirty categories.
distlib	0.3.6	Distribution utilities
distributed	2023.8.0	Distributed scheduler for Dask
django	4.1.2	A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dnspython	2.1.0	DNS toolkit
docopt	0.6.2	Pythonic argument parser, that will make you smile
docstring_to_markdown	0.10	On the fly conversion of Python docstrings to markdown
docutils	0.18.1	Docutils -- Python Documentation Utilities
duckdb	0.9.0	DuckDB embedded database
dulwich	0.21.5	Python Git Library
ecos	2.0.12	This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
emcee	3.1.2	The Python ensemble sampling toolkit for MCMC
entrypoints	0.4	Discover and load entry points from installed packages.
et_xmlfile	1.1.0	An implementation of lxml.xmlfile for the standard library
etuples	0.3.8	Python S-expression emulation using tuple-like objects.
executing	1.2.0	Get the currently executing AST node of a frame, and other information
fast_histogram	0.11	Fast simple 1D and 2D histograms
fastai	2.7.12	fastai makes deep learning with PyTorch faster, more accurate, and easier
fastapi	0.103.1	FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore	1.5.11	Python supercharged for fastai development
fastdownload	0.0.7	A general purpose data downloading library.
fasteners	0.17.3	A python package that provides useful locks.
fastjsonschema	2.16.2	Fastest Python implementation of JSON schema
fastparquet	2023.4.0	Python support for Parquet file format
fastprogress	1.0.3	A nested progress with plotting options for fastai
feather_format	0.4.1	Simple wrapper library to the Apache Arrow-based Feather File Format
filelock	3.12.0	A platform independent file lock.
filterpy	1.4.5	Kalman filtering and optimal estimation library
fiona	1.9.3	Fiona reads and writes spatial data files
flake8	5.0.4	the modular source code checker: pep8, pyflakes and co
flask	2.2.2	A simple framework for building complex web applications.
flask_mail	0.9.1	Flask extension for sending email
flask_session	0.4.0	Adds server-side session support to your Flask application
flask_sqlalchemy	3.0.3	Adds SQLAlchemy support to your Flask application.
flit	3.8.0	A simple packaging tool for simple packages.
flit_core	3.8.0	Distribution-building parts of Flit. See flit package for more information
folium	0.14.0	Make beautiful maps with Leaflet.js & Python
fonttools	4.37.4	Tools to manipulate font files
formlayout	1.2.1a1	The most easy way to create Qt form dialogs and widgets with Python
fqdn	1.5.1	Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
frozenlist	1.3.0	A list-like structure which implements collections.abc.MutableSequence
fsspec	2023.5.0	File-system specification
future	0.18.2	Clean single-source support for Python 3 and 2
fuzzywuzzy	0.18.0	Fuzzy string matching in python
gast	0.4.0	Python AST that abstracts the underlying Python version
gdal	3.6.4	GDAL: Geospatial Data Abstraction Library
geographiclib	1.52	The geodesic routines from GeographicLib
geopandas	0.14.0	Geographic pandas extensions
geopy	2.2.0	Python Geocoding Toolbox
gitdb	4.0.10	Git Object Database
gitpython	3.1.32	Python Git Library
gmpy2	2.1.5	GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x
gpt4all	1.0.8	Python bindings for GPT4All
gpytorch	1.10	An implementation of Gaussian Processes in Pytorch
graphene	3.2.2	GraphQL Framework for Python
graphql_core	3.2.3	GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay	3.2.0	Relay library for graphql-core-next
greenlet	2.0.2	Lightweight in-process concurrent programming
guidata	3.0.4	Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt	4.4.1	guiqwt is a set of tools for curve and image plotting (extension to PythonQwt)
h11	0.12.0	A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2	4.1.0	HTTP/2 State-Machine based protocol implementation
h5netcdf	1.1.0	netCDF4 via h5py
h5py	3.7.0	Read and write HDF5 files from Python
heapdict	1.0.1	a heap with decrease-key and increase-key operations
holoviews	1.17.1	Stop plotting your data - annotate your data and let it visualize itself.
hpack	4.0.0	Pure-Python HPACK header compression
html5lib	1.1	HTML parser based on the WHATWG HTML specification
httpcore	0.15.0	A minimal low-level HTTP client.
httpie	3.2.1	HTTPie - a CLI, cURL-like tool for humans.
httpx	0.23.0	The next generation HTTP client.
huggingface_hub	0.17.1	Client library to download and publish models, datasets and other repos on the huggingface.co hub
hupper	1.10.3	Integrated process monitor for developing and reloading daemons.
hvplot	0.8.4	A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn	0.14.3	A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe	6.0.1	HTTP/2 framing layer for Python
hypothesis	6.75.2	A library for property-based testing
idlex	1.22	IDLE Extensions for Python
idna	3.1	Internationalized Domain Names in Applications (IDNA)
imageio	2.31.1	Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg	0.4.8	FFMPEG wrapper for Python
imagesize	1.4.1	Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn	0.10.1	Toolbox for imbalanced dataset in machine learning.
importlib_metadata	6.8.0	Read metadata from Python packages
inflection	0.5.1	A port of Ruby on Rails inflector to Python
iniconfig	1.1.1	iniconfig: brain-dead simple config-ini parsing
installer	0.7.0	A library for installing Python wheels.
intervaltree	3.0.2	Editable interval tree data structure for Python 2 and 3
ipycanvas	0.13.1	Interactive widgets library exposing the browser's Canvas API
ipydatagrid	1.2.0	Fast Datagrid widget for the Jupyter Notebook and JupyterLab
ipykernel	6.25.2	IPython Kernel for Jupyter
ipyleaflet	0.17.4	A Jupyter widget for dynamic Leaflet maps
ipympl	0.9.3	Matplotlib Jupyter Extension
ipython	8.15.0	IPython: Productive Interactive Computing
ipython_genutils	0.2.0	Vestigial utilities from IPython
ipython_sql	0.5.0	RDBMS access via IPython
ipywidgets	8.1.1	IPython HTML widgets for Jupyter
isoduration	20.11.0	Operations with ISO 8601 durations
isort	5.10.1	A Python utility / library to sort Python imports.
itsdangerous	2.1.2	Various helpers to pass data to untrusted environments and back.
janus	1.0.0	Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jaraco.classes	3.2.3	Utility functions for Python class constructs
jedi	0.18.2	An autocompletion tool for Python that can be used for text editors.
jellyfish	0.11.2	a library for doing approximate and phonetic matching of strings.
jinja2	3.1.2	A small but fast and easy to use stand-alone template engine written in pure python.
jinja2_time	0.2.0	Jinja2 Extension for Dates and Times
joblib	1.3.1	Lightweight pipelining: using Python functions as pipeline jobs.
json5	0.9.8	A Python implementation of the JSON5 data format.
jsonpointer	2.3	Identify specific nodes in a JSON document (RFC 6901)
jsonschema	4.17.3	An implementation of JSON Schema validation for Python
julia	0.6.1	Julia/Python bridge with IPython support.
jupyter	1.0.0	Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh	3.0.7	A Jupyter extension for rendering Bokeh content.
jupyter_client	8.2.0	Jupyter protocol implementation and client libraries
jupyter_console	6.4.4	Jupyter terminal console
jupyter_core	5.3.0	Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events	0.6.3	Jupyter Event System library
jupyter_lsp	2.2.0	Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging	0.12.3	Jupyter Packaging Utilities
jupyter_server	2.5.0	The Jupyter Server
jupyter_server_mathjax	0.2.6	MathJax resources as a Jupyter Server Extension.
jupyter_server_terminals	0.4.4	A Jupyter Server Extension Providing Terminals.
jupyter_sphinx	0.4.0	Jupyter Sphinx Extensions
jupyterlab	4.0.6	The JupyterLab notebook server extension.
jupyterlab_pygments	0.2.2	Pygments theme
jupyterlab_server	2.24.0	JupyterLab Server
jupyterlab_widgets	3.0.9	JupyterLab extension providing HTML widgets
keyring	23.13.1	Store and access your passwords safely.
kiwisolver	1.4.3	A fast implementation of the Cassowary constraint solver
langchain	0.0.292	Building applications with LLMs through composability
langcodes	3.3.0	Tools for labeling human languages with IETF language tags
langsmith	0.0.37	Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.
lazy_loader	0.2	lazy_loader
lazy_object_proxy	1.7.1	A fast and thorough lazy object proxy.
linear_operator	0.4.0	A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices).
linkify_it_py	2.0.0	Links recognition library with FULL unicode support.
llm	0.10	A CLI utility and Python library for interacting with Large Language Models, including OpenAI, PaLM and local models installed on your own machine.
llm_gpt4all	0.1.1	Plugin for LLM adding support for GPT4ALL models
llm_llama_cpp	0.1a0	LLM plugin for running models using llama.cpp
llm_markov	0.1	Plugin for LLM adding a Markov chain generating model
llvmlite	0.41.0	lightweight wrapper around basic LLVM functionality
lmfit	1.0.3	Least-Squares Minimization with Bounds and Constraints
locket	1.0.0	File-based locks for Python for Linux and Windows
lockfile	0.12.2	Platform-independent file locking module
logical_unification	0.4.5	Logical unification in Python
loky	3.4.0	A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml	4.9.0	Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4	4.3.2	LZ4 Bindings for Python
mako	1.2.0	A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown	3.3.7	Python implementation of Markdown.
markdown_it_py	2.2.0	Python port of markdown-it. Markdown parsing, done right!
markupsafe	2.1.1	Safely add untrusted strings to HTML/XML markup.
marshmallow	3.12.1	A lightweight library for converting complex datatypes to and from native Python datatypes.
marshmallow_enum	1.5.1	Enum field for Marshmallow
matplotlib	3.8.0	Python plotting package
matplotlib_inline	0.1.6	Inline Matplotlib backend for Jupyter
maturin	1.2.3	Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe	0.7.0	McCabe checker, plugin for flake8
mdit_py_plugins	0.3.5	Collection of plugins for markdown-it-py
mdurl	0.1.2	Markdown URL utilities
mercantile	1.2.1	Web mercator XYZ tile utilities
mergedeep	1.3.4	A deep merge function for 🐍.
minikanren	1.0.3	Relational programming in Python
missingno	0.5.1	Missing data visualization module for Python.
mistune	2.0.5	The fastest markdown parser in pure Python
mizani	0.9.2	Scales for Python
mlxtend	0.22.0	Machine Learning Library Extensions
more_itertools	9.0.0	More routines for operating on iterables, beyond itertools
moviepy	1.0.3	Video editing with Python
mpl_scatter_density	0.7	Matplotlib helpers to make density scatter plots
mpld3	0.5.8	D3 Viewer for Matplotlib
mpmath	1.3.0	Python library for arbitrary-precision floating-point arithmetic
msal	1.22.0	The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect.
msal_extensions	1.0.0	Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS and Linux. Concurrent data access will be coordinated by a file lock mechanism.
msgpack	1.0.4	MessagePack (de)serializer.
msvc_runtime	14.36.32532	Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict	6.0.2	multidict implementation
multipledispatch	0.6.0	Multiple dispatch
munch	2.5.0	A dot-accessible dictionary (a la JavaScript objects)
murmurhash	1.0.9	Cython bindings for MurmurHash
mutagen	1.46.0	read and write audio tags for many formats
mypy	1.5.1	Optional static typing for Python
mypy_extensions	1.0.0	Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python	8.0.21	MySQL driver written in Python
nbclient	0.8.0	A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert	7.8.0	Converting Jupyter Notebooks
nbdime	3.1.1	Diff and merge of Jupyter Notebooks
nbformat	5.7.0	The Jupyter Notebook format
nbval	0.9.6	A py.test plugin to validate Jupyter notebooks
nest_asyncio	1.5.6	Patch asyncio to allow nested event loops
netcdf4	1.6.0	Provides an object-oriented python interface to the netCDF version 4 library.
networkx	3.1	Python package for creating and manipulating graphs and networks
nlopt	2.7.1	Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk	3.8.1	Natural Language Toolkit
notebook	7.0.4	A web-based notebook environment for interactive computing
notebook_shim	0.2.3	A shim layer for notebook traits and config
ntlm_auth	1.5.0	Creates NTLM authentication structures
numba	0.58.0	compiling Python code using LLVM
numcodecs	0.10.0	A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools	0.9.40	Solves automatic numerical differentiation problems in one or more variables.
numexpr	2.8.6	Fast numerical expression evaluator for NumPy
numpy	1.25.2	NumPy is the fundamental package for array computing with Python.
numpydoc	1.3	Sphinx extension to support docstrings in Numpy format
openai	0.28.0	Python client library for the OpenAI API
opencv_python	4.8.0.74	Wrapper package for OpenCV python bindings.
openpyxl	3.0.10	A Python library to read/write Excel 2010 xlsx/xlsm files
opt_einsum	3.3.0	Optimizing numpys einsum function
orjson	3.7.3	Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp	0.6.2.post9	OSQP: The Operator Splitting QP Solver
outcome	1.2.0	Capture the outcome of Python function calls.
packaging	22.0	Core utilities for Python packages
pandas	2.1.1	Powerful data structures for data analysis, time series, and statistics
pandocfilters	1.5.0	Utilities for writing pandoc filters in python
panel	1.2.3	A high level app and dashboarding solution for Python.
papermill	2.4.0	Parametrize and run Jupyter and nteract Notebooks
param	1.13.0	Declarative Python programming using Parameters.
paramiko	2.8.0	SSH2 protocol library
parso	0.8.3	A Python Parser
partd	1.4.0	Appendable key-value storage
pathspec	0.11.0	Utility library for gitignore style pattern matching of file paths.
pathy	0.10.2	pathlib.Path subclasses for local and cloud bucket storage
patsy	0.5.3	A Python package for describing statistical models and for building design matrices.
pdfrw	0.4.post2	PDF file reader/writer library
pep8	1.7.1	Python style guide checker
pexpect	4.8.0	Pexpect allows easy control of interactive console applications.
pg8000	1.23.0	PostgreSQL interface library
pickleshare	0.7.5	Tiny 'shelve'-like database with concurrency support
pillow	10.0.1	Python Imaging Library (Fork)
pims	0.6.1	Python Image Sequence
pint	0.19.2	Physical quantities module
pip	23.2.1	The PyPA recommended tool for installing Python packages.
pkginfo	1.9.6	Query metadatdata from sdists / bdists / installed packages.
platformdirs	3.8.1	A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly	5.16.1	An open-source, interactive graphing library for Python
plotnine	0.12.3	A grammar of graphics for python
pluggy	1.0.0	plugin and hook calling mechanisms for python
ply	3.11	Python Lex & Yacc
pmdarima	2.0.3	Python's forecast::auto.arima equivalent
poetry	1.5.1	Python dependency management and packaging made easy.
poetry_core	1.6.1	Poetry PEP 517 Build Backend
poetry_plugin_export	1.5.0	Poetry plugin to export the dependencies to various formats
polars	0.19.7	Blazingly fast DataFrame library
portalocker	2.7.0	Wraps the portalocker recipe for easy usage
portpicker	1.5.0	A library to choose unique available network ports.
ppci	0.5.9	A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
preshed	3.0.8	Cython hash table that trusts the keys are pre-hashed
prettytable	3.3.0	A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority	2.0.0	A pure-Python implementation of the HTTP/2 priority tree
proglog	0.1.10	Log and progress bar manager for console, notebooks, web...
prometheus_client	0.15.0	Python client for the Prometheus monitoring system.
prompt_toolkit	3.0.39	Library for building powerful interactive command lines in Python
protobuf	4.23.2	Protocol Buffers
psutil	5.9.5	Cross-platform lib for process and system monitoring in Python.
ptpython	3.0.23	Python REPL build on top of prompt_toolkit
ptyprocess	0.7.0	Run a subprocess in a pseudo terminal
pulp	2.6.0	PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
pure_eval	0.2.2	Safely evaluate AST nodes without side effects
py2vega	0.6.1	A Python to Vega-expression transpiler.
pyaml	20.4.0	PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow	13.0.0	Python library for Apache Arrow
pyaudio	0.2.11	Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3	0.9.7	Handlebars.js templating for Python 3 and 2
pybind11	2.11.1	Seamless operability between C++11 and Python
pycodestyle	2.9.1	Python style guide checker
pycosat	0.6.3	bindings to picosat (a SAT solver)
pycparser	2.21	C parser in Python
pycryptodomex	3.18.0	Cryptographic library for Python
pyct	0.4.8	python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic	2.4.2	Data validation and settings management using python 3.6 type hinting
pydantic_core	2.10.1
pydeck	0.8.0	Widget for deck.gl maps
pydocstyle	6.3.0	Python docstring style checker
pydub	0.25.1	Manipulate audio with an simple and easy high level interface
pyepsg	0.4.0	Easy access to the EPSG database via http epsg.io/
pyerfa	2.0.0.1	Python bindings for ERFA
pyflakes	2.5.0	passive checker of Python programs
pyflux	0.4.17	PyFlux: A time-series analysis library for Python
pygad	3.2.0	PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame	2.4.0	Python Game Development
pygments	2.15.1	Pygments is a syntax highlighting package written in Python.
pyjwt	2.4.0	JSON Web Token implementation in Python
pylint	2.15.4	python code static checker
pylint_venv	3.0.2	pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder	0.4.0	Spyder extensions for the python-language-server
pymc	5.5.0	Markov Chain Monte Carlo sampling toolkit.
pymeta3	0.5.1	Pattern-matching language based on OMeta for Python 3 and 2
pymongo	4.3.3	Python driver for MongoDB
pympler	1.0.1	A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl	1.5.0	Python binding to the Networking and Cryptography (NaCl) library
pynndescent	0.5.7	Nearest Neighbor Descent
pyodbc	4.0.39	DB API Module for ODBC
pyopengl	3.1.6	Standard OpenGL bindings for Python
pypandoc	1.5	Thin wrapper for pandoc.
pyparsing	3.0.9	Python parsing module
pypdf	3.15.2	A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
pypng	0.20220715.0	Pure Python library for saving and loading PNG images
pyproj	3.4.1	Python interface to PROJ (cartographic projections and coordinate transformations library)
pyproject_hooks	1.0.0	Wrappers to call pyproject.toml-based build backend hooks.
pyqt5	5.15.6	Python bindings for the Qt cross platform application toolkit
pyqt5_qt5	5.15.2	The subset of a Qt installation needed by PyQt5.
pyqt5_sip	12.11.0	The sip module support for PyQt5
pyqtgraph	0.13.3	Scientific Graphics and GUI Library for Python
pyqtwebengine	5.15.5	Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5	5.15.2	The subset of a Qt installation needed by PyQtWebEngine.
pyro_api	0.1.2	Generic API for dispatch to Pyro backends.
pyro_ppl	1.8.4	A Python library for probabilistic modeling and inference
pyrsistent	0.18.1	Persistent/Functional/Immutable data structures
pyserial	3.5	Python Serial Port Extension
pysocks	1.7.1	A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache	0.5.4	Mustache for Python
pytensor	2.12.3	Optimizing compiler for evaluating mathematical expressions on CPUs and GPUs.
pytest	7.2.1	pytest: simple powerful testing with Python
python_barcode	0.15.1	Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
python_dateutil	2.8.2	Extensions to the standard Python datetime module
python_dotenv	1.0.0	Add .env support to your django/flask apps in development and deployments
python_json_logger	2.0.7	A python library adding a json log formatter
python_lsp_black	1.3.0	Black plugin for the Python LSP Server
python_lsp_jsonrpc	1.1.1	JSON RPC 2.0 server library
python_lsp_server	1.7.4	Python Language Server for the Language Server Protocol
python_multipart	0.0.5	A streaming multipart parser for Python
python_slugify	6.1.2	A Python Slugify application that handles Unicode
python_snappy	0.6.1	Python library for the snappy compression library from Google
python_ulid	1.1.0	Universally Unique Lexicographically Sortable Identifier
pythonnet	3.0.1	.Net and Mono integration for Python
pythonqwt	0.10.2	Qt plotting widgets for Python
pytoolconfig	1.2.4	Python tool configuration
pytz	2023.3	World timezone definitions, modern and historical
pytz_deprecation_shim	0.1.0.post0	Shims to make deprecation of pytz easier
pyviz_comms	3.0.0	Bidirectional communication for the PyViz ecosystem.
pywavelets	1.4.1	PyWavelets, wavelet transform module
pywin32	306	Python for Window Extensions
pywin32_ctypes	0.2.0	A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty	2.0.9	Python bindings for the winpty library
pywinusb	0.4.2	A package that simplifies USB/HID communications on windows
pyyaml	6.0	YAML parser and emitter for Python
pyzmq	25.1.1	Python bindings for 0MQ
pyzo	4.12.7	the Python IDE for scientific computing
qdarkstyle	3.1	The most complete dark stylesheet for Python and Qt applications
qdldl	0.1.7	QDLDL, a free LDL factorization routine.
qpsolvers	3.4.0	Quadratic programming solvers in Python with a unified API
qrcode	7.4.2	QR Code image generator
qstylizer	0.2.2	Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome	1.2.3	FontAwesome icons in PyQt and PySide applications
qtconsole	5.4.4	Jupyter Qt console
qtpy	2.4.0	Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quadprog	0.1.11	Quadratic Programming Solver
quantecon	0.5.3	QuantEcon is a package to support all forms of quantitative economic modelling.
quart	0.18.3	A Python ASGI web microframework with the same API as Flask
rapidfuzz	2.13.7	rapid fuzzy string matching
rasterio	1.3.6	Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer	35.0	readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis	4.3.1	Python client for Redis key-value store
regex	2022.9.13	Alternative regular expression module, to replace re.
reportlab	4.0.4	The Reportlab Toolkit
requests	2.31.0	Python HTTP for Humans.
requests_ntlm	1.1.0	This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt	0.10.1	A utility belt for advanced users of python-requests
retrying	1.3.4	Retrying
rfc3339_validator	0.1.4	A pure python RFC3339 validator
rfc3986	1.5.0	Validating URI References per RFC 3986
rfc3986_validator	0.1.1	Pure python rfc3986 validator
rich	13.4.2	Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope	1.6.0	a python refactoring library...
rtree	1.0.0	R-Tree spatial index for Python GIS
rx	3.1.1	Reactive Extensions (Rx) for Python
safetensors	0.3.3	Fast and Safe Tensor serialization
scikit_image	0.21.0	Image processing routines for SciPy
scikit_learn	1.3.1	A set of python modules for machine learning and data mining
scikit_optimize	0.9.0	Sequential model-based optimization toolbox.
scipy	1.11.2	SciPy: Scientific Library for Python
scramp	1.4.1	An implementation of the SCRAM protocol.
scs	3.2.3	scs: splitting conic solver
seaborn	0.13.0	seaborn: statistical data visualization
send2trash	1.8.0	Send file to trash natively under Mac OS X, Windows and Linux.
setuptools	67.8.0	Easily download, build, install, upgrade, and uninstall Python packages
shapely	2.0.1	Geometric objects, predicates, and operations
shellingham	1.5.0.post1	Tool to Detect Surrounding Shell
simplegeneric	0.8.1	Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson	3.17.6	Simple, fast, extensible JSON encoder/decoder for Python
simpy	4.0.1	Event discrete, process based simulation for Python.
six	1.16.0	Python 2 and 3 compatibility utilities
slicerator	1.1.0	A lazy-loading, fancy-sliceable iterable.
smart_open	5.2.1	Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)
smmap	5.0.0	A pure Python implementation of a sliding window memory map manager
snakeviz	2.1.0	A web-based viewer for Python profiler output
sniffio	1.2.0	Sniff out which async library your code is running under
snowballstemmer	2.2.0	This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs	1.4.7	Snuggs are s-expressions for Numpy
sortedcontainers	2.4.0	Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice	0.4.4	Play and Record Sound with Python
soupsieve	2.3.2.post1	A modern CSS selector implementation for Beautiful Soup.
spacy	3.6.1	Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy	3.0.12	Legacy registered functions for spaCy backwards compatibility
spacy_loggers	1.0.3	Logging utilities for SpaCy
sphinx	6.1.3	Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme	1.2.0	Read the Docs theme for Sphinx
sphinxcontrib_applehelp	1.0.2	sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp	1.0.2	sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp	2.0.0	sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jquery	4.1	Extension to include jQuery on newer Sphinx releases
sphinxcontrib_jsmath	1.0.1	A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp	1.0.3	sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml	1.1.5	sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder	5.4.5	The Scientific Python Development Environment
spyder_kernels	2.4.4	Jupyter kernels for Spyder's console
sqlalchemy	2.0.19	Database Abstraction Library
sqlite_bro	0.12.2	a graphic SQLite Client in 1 Python file
sqlite_fts4	1.0.3	Python functions for working with SQLite FTS4 search
sqlite_migrate	0.1a2
sqlite_utils	3.35.1	CLI tool and Python utility functions for manipulating SQLite databases
sqlparse	0.4.3	Non-validating SQL parser
srsly	2.4.5	Modern high-performance serialization utilities for Python
sspyrs	0.3	Lightweight interface for SSRS reports to python
stack_data	0.6.1	Extract data from python stack frames and tracebacks for informative displays
starlette	0.27.0	The little ASGI library that shines.
statsmodels	0.14.0	Statistical computations and models for Python
streamlit	1.27.2	The fastest way to build data apps in Python
streamz	0.6.3	Streams
supersmoother	0.4	Python implementation of Friedman's Supersmoother
swifter	1.3.4	A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy	1.12	Computer algebra system (CAS) in Python
tables	3.7.0	Hierarchical datasets for Python
tabulate	0.9.0	Pretty-print tabular data
tbats	1.1.0	BATS and TBATS for time series forecasting
tblib	1.7.0	Traceback serialization library.
tenacity	8.1.0	Retry code until it succeeds
terminado	0.17.0	Terminals served to xterm.js using Tornado websockets
text_unidecode	1.3	The most basic Text::Unidecode port
textdistance	4.5.0	Compute distance between the two texts.
textwrap3	0.9.2	textwrap from Python 3.6 backport (plus a few tweaks)
thinc	8.1.12	Practical Machine Learning for NLP
threadpoolctl	3.1.0	threadpoolctl
three_merge	0.1.1	Simple library for merging two strings with respect to a base one
tifffile	2023.7.18	Read and write TIFF(r) files
tinycss2	1.1.1	tinycss2
tokenizers	0.13.3	Fast and Customizable Tokenizers
toml	0.10.2	Python Library for Tom's Obvious, Minimal Language
tomli	2.0.1	A lil' TOML parser
tomli_w	1.0.0	A lil' TOML writer
tomlkit	0.11.6	Style preserving TOML library
toolz	0.12.0	List processing tools and functional utilities
torch	2.0.1	Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio	2.0.2	An audio package for PyTorch
torchvision	0.15.2	image and video datasets and models for torch deep learning
tornado	6.3.1	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm	4.65.0	Fast, Extensible Progress Meter
traitlets	5.10.0	Traitlets Python config system
traittypes	0.2.1	Scipy trait types
transformers	4.33.2	State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow
trio	0.22.2	A friendly Python library for async concurrency and I/O
trio_asyncio	0.12.0	A re-implementation of the asyncio mainloop on top of Trio
trove_classifiers	2023.2.20	Canonical source for classifiers on PyPI (pypi.org).
twine	4.0.1	Collection of utilities for publishing packages on PyPI
typer	0.9.0	Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions	4.7.1	Backported and Experimental Type Hints for Python 3.5+
typing_inspect	0.8.0	Runtime inspection utilities for typing module.
tzdata	2022.7	Provider of IANA time zone data
tzlocal	4.2	tzinfo object for the local timezone
uc_micro_py	1.0.1	Micro subset of unicode data files for linkify-it-py projects.
ujson	5.3.0	Ultra fast JSON encoder and decoder for Python
umap_learn	0.5.1	Uniform Manifold Approximation and Projection
uncertainties	3.1.6	Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
uri_template	1.2.0	RFC 6570 URI Template Processor
urllib3	1.26.10	HTTP library with thread-safe connection pooling, file post, and more.
uvicorn	0.22.0	The lightning-fast ASGI server.
validators	0.18.2	Python Data Validation for Humans™.
vega_datasets	0.9.0	A Python package for offline access to Vega datasets
virtualenv	20.23.0	Virtual Python Environment builder
waitress	2.1.2	Waitress WSGI server
wasabi	0.10.1	A lightweight console printing and formatting toolkit
wasmer	1.1.0	Python extension to run WebAssembly binaries
wasmer_compiler_cranelift	1.1.0	The Cranelift compiler for the `wasmer` package (to compile WebAssembly module)
wasmer_compiler_singlepass	1.1.0	Python extension to run WebAssembly binaries
watchdog	2.2.0	Filesystem events monitoring
wcwidth	0.2.5	Measures number of Terminal column cells of wide-character codes
webcolors	1.12	A library for working with color names and color values formats defined by HTML and CSS.
webencodings	0.5.1	Character encoding aliases for legacy web content
websocket_client	1.6.1	WebSocket client for Python. hybi13 is supported.
websockets	10.3	An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug	2.2.2	The comprehensive WSGI web application library.
whatthepatch	1.0.2	A patch parsing and application library.
wheel	0.40.0	A built-package format for Python
widgetsnbextension	4.0.9	IPython HTML widgets for Jupyter
winpython	7.0.20231008	WinPython distribution tools, including WPPM
wordcloud	1.8.1	A little word cloud generator
wrapt	1.14.1	Module for decorators, wrappers and monkey patching.
wsproto	1.2.0	WebSockets state-machine based protocol implementation
xarray	2023.8.0	N-D labeled arrays and datasets in Python
xarray_einstats	0.5.1	Stats, linear algebra and einops for xarray
xgboost	1.6.1	XGBoost Python Package
xlsxwriter	3.1.2	A Python module for creating Excel XLSX files.
xlwings	0.24.7	Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict	0.13.0	Makes working with XML feel like you are working with JSON
xyzservices	2022.6.0	Source of XYZ tiles providers
yapf	0.40.1	A formatter for Python code.
yarl	1.7.2	Yet another URL library
yt_dlp	2023.7.6	A youtube-dl fork with additional features and patches
zarr	2.11.3	An implementation of chunked, compressed, N-dimensional arrays for Python.
zict	2.2.0	Mutable mapping tools
zipp	3.9.0	Backport of pathlib-compatible object wrapper for zip files
zstandard	0.21.0	Zstandard bindings for Python

RoyiAvital · 2023-10-14T18:05:56Z

What holds back the pandoc version?

stonebig · 2023-10-15T11:21:11Z

What holds back the pandoc version?

the size... maybe not a logical thinking, but is there any use to upgrade ?

stonebig · 2023-10-15T17:39:38Z

WinPython 2023-04 b1 (2023-10-15)

Changes from WinPython 2023-04 b0:

Infrastructure:
- build script cleanup: remove some jupyter-3 legacy
- python-3.13.0a1 is skipped: the complex nogil integration started slow, seems heading for a3-a4
New Packages:
- hatch (as Poetry proves problematic for a WinPython context)
- array_api_compat
Upgraded Packages:
- duckdb-0.9.1, Cython-3.0.3,
- bokeh-3.3.0, jupyterlab-4.0.7, dask-2023.10.0
- torch-2.1.0, fastai-2.7.13
- guidata-3.1.0, guiqwt-4.4.3, PythonQwt-0.10.5
Removed Packages:
- Poetry

Areas of particular interest for testers:

dask-2023.10.0 is said to contain a big speed-up
torch-2.1

next build:

numba-0.58.1+, numpy-1.26

binaries at:

MD5	SHA-1	SHA-256	Binary	Size	blake2b-256
3a3737ac3747651260ea437665c261b8	507cb99feffd3f8b97cca202862fdf5c87246145	41c67e60e5e05530be7503fca7ee933f2d2e15932c015fbfc02530ad030e625c	Winpython64-3.11.6.0dotb1.exe	25 167 401 Bytes	b435a68c3cb5383a83cf2caf8bcf6d126ffcc7e3b338aaa0fd7c945d713e27cb
abc143e89a5f179cc66561430d0c7b16	a3572a0f7f8de1aff1df5caacb0781202d604d38	69b80fdfe21cf1ab853df375c66d78030d33a9dda75b004e2773610b59d7ffc3	Winpython64-3.11.6.0b1.exe	818 336 778 Bytes	7abd59085a6b3c321017c62f1c4c73e3cbaf491ff3d06751dc9cfa4e1a3fb946

RoyiAvital · 2023-10-16T06:05:38Z

the size... maybe not a logical thinking, but is there any use to upgrade ?

Could we stick with the latest? The current one is pretty old one.

stonebig · 2023-10-22T18:16:25Z

WinPython 2023-04 b2 (2023-10-22)

Changes from WinPython 2023-04 b1:

Infrastructure:
New Packages:
Upgraded Packages:
- numpy-1.26.1, numba-0.58.1, Cython-3.0.4,
- polars-0.19.10, networkx-3.2, scikit_image-0.22.0
- panel-1.3.0rc2, holoviews-1.18.0, hvplot-0.9.0
- xgboost-2.0.0 (... very big size bump from xgboost-1.6.1 ... may backpedal)
Removed Packages:

Areas of particular interest for testers:

numpy-1.26.1

next build:

spyder-5.5.0, jedi-0.19.1

binaries at:

MD5	SHA-1	SHA-256	Binary	Size	blake2b-256
8b567f27e6d1f682096c927c7362bad0	718db6c6ffe2d43372828f4ad152e72f957467df	6a20ebf866c35f131582fe9f2934e584bb903871f5c3c1135290cdf01068c490	Winpython64-3.11.6.0dotb2.exe	25 122 447 Bytes	1d9be234dd45230f2d7b3a637bae95c94ad25eecab12b92aeaa862e510dd591c
c8eb787c70154c72665596d164f2b2fc	2b6b0ded717ff1756681895dfd4baa0e71fe8dfc	90cd06faee28db461ea875eed661c43ba0d1cb920f7cad8bc1d1c5889e9e3369	Winpython64-3.11.6.0b2.exe	870 541 745 Bytes	34553dc13d4b6e6e83684bcf02a4db75ea0175b55f00a088795dd7355d8c89b2

WinPython 3.11.6.0

The following packages are included in WinPython-64bit v3.11.6.0 b2.

Tools

Name	Version	Description
Nodejs	v18.17.1	a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs	9.6.7	a package manager for JavaScript
Pandoc	2.3	a universal document converter

Python packages

Name	Version	Description
Python	3.11.6	Python programming language with standard library
accelerate	0.23.0	Accelerate
adodbapi	2.6.1.3	A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine	2.3.1	Matrices describing affine transformation of the plane.
aiofiles	23.2.1	File support for asyncio.
aiohttp	3.8.6	Async http client/server framework (asyncio)
aiosignal	1.3.1	aiosignal: a list of registered asynchronous callbacks
aiosqlite	0.17.0	asyncio bridge to the standard sqlite3 module
alabaster	0.7.12	A configurable sidebar-enabled Sphinx theme
alembic	1.11.1	A database migration tool for SQLAlchemy.
algopy	0.5.7	ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair	5.1.2	Altair: A declarative statistical visualization library for Python.
altair_data_server	0.4.1	A background data server for Altair charts.
altair_transform	0.2.0	A python engine for evaluating Altair transforms.
aniso8601	9.0.1	A library for parsing ISO 8601 strings.
annotated_types	0.5.0	Reusable constraint types to use with typing.Annotated
ansiwrap	0.8.4	textwrap, but savvy to ANSI colors and styles
anyio	3.7.1	High level compatibility layer for multiple asynchronous event loop implementations
appdirs	1.4.4	A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi	23.1.0	The secure Argon2 password hashing algorithm.
argon2_cffi_bindings	21.2.0	Low-level CFFI bindings for Argon2
array_api_compat	1.4	A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow	1.2.2	Better dates & times for Python
arviz	0.15.1	Exploratory analysis of Bayesian models
asciitree	0.3.3	Draws ASCII trees.
asgi_csrf	0.9	ASGI middleware for protecting against CSRF attacks
asgiref	3.7.2	ASGI specs, helper code, and adapters
asn1crypto	1.5.1	Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval	0.9.27	Safe, minimalistic evaluator of python expression using ast module
astroid	2.12.12	An abstract syntax tree for Python with inference support.
astropy	5.3.4	Community-developed python astronomy tools
asttokens	2.1.0	Annotate AST trees with source code positions
async_lru	2.0.4	Simple LRU cache for asyncio
async_timeout	4.0.3	Timeout context manager for asyncio programs
atomicwrites	1.4.0	Atomic file writes.
attrs	23.1.0	Classes Without Boilerplate
autopep8	2.0.2	A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core	1.29.2	Microsoft Azure Core Library for Python
azure_cosmos	4.5.0	Microsoft Azure Cosmos Client Library for Python
azure_identity	1.14.0	Microsoft Azure Identity Library for Python
babel	2.12.1	Internationalization utilities
backcall	0.2.0	Specifications for callback functions passed in to an API
baresql	0.8.0	playing SQL directly on Python datas
bcrypt	4.0.1	Modern password hashing for your software and your servers
beautifulsoup4	4.12.2	Screen-scraping library
binaryornot	0.4.4	Ultra-lightweight pure Python package to check if a file is binary or text.
black	23.9.1	The uncompromising code formatter.
bleach	6.0.0	An easy safelist-based HTML-sanitizing tool.
blinker	1.6.2	Fast, simple object-to-object and broadcast signaling
blis	0.7.10	The Blis BLAS-like linear algebra library, as a self-contained C-extension.
blosc	1.10.6	Blosc data compressor
bokeh	3.3.0	Interactive plots and applications in the browser from Python
botorch	0.9.2	Bayesian Optimization in PyTorch
bottleneck	1.3.7	Fast NumPy array functions written in C
bqplot	0.12.40	Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca	0.6.0	Generate complex HTML+JS pages with Python
brewer2mpl	1.4.1	Connect colorbrewer2.org color maps to Python and matplotlib
brotli	1.1.0	Python bindings for the Brotli compression library
cachelib	0.10.2	A collection of cache libraries in the same API interface.
cachetools	5.3.1	Extensible memoizing collections and decorators
catalogue	2.0.10	Super lightweight function registries for your library
certifi	2023.7.22	Python package for providing Mozilla's CA Bundle.
cffi	1.16.0	Foreign Function Interface for Python calling C code.
cftime	1.6.2	Time-handling functionality from netcdf4-python
chardet	5.2.0	Universal encoding detector for Python 2 and 3
charset_normalizer	3.2.0	The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click	8.1.7	Composable command line interface toolkit
click_default_group	1.2.4	Extends click.Group to invoke a command without explicit subcommand name
click_plugins	1.1.1	An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj	0.7.2	Click params for commmand line interfaces to GeoJSON
cloudpickle	2.2.1	Extended pickling support for Python objects
clr_loader	0.2.6	Generic pure Python loader for .NET runtimes
clrmagic	0.0.1a2	IPython cell magic to use .NET languages
colorama	0.4.6	Cross-platform colored terminal text.
colorcet	3.0.1	Collection of perceptually uniform colormaps
comm	0.1.4	Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
confection	0.1.3	The sweetest config system for Python
cons	0.4.5	An implementation of Lisp/Scheme-like cons in Python.
contourpy	1.1.1	Python library for calculating contours of 2D quadrilateral grids
cookiecutter	2.3.0	A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage	7.3.2	Code coverage measurement for Python
cramjam	2.7.0	Thin Python bindings to de/compression algorithms in Rust
cryptography	41.0.4	cryptography is a package which provides cryptographic recipes and primitives to Python developers.
cvxopt	1.3.2	Convex optimization package
cvxpy	1.3.2	A domain-specific language for modeling convex optimization problems in Python.
cycler	0.12.1	Composable style cycles
cymem	2.0.7	Manage calls to calloc/free through Cython
cython	3.0.4	The Cython compiler for writing C extensions for the Python language.
cytoolz	0.12.1	Cython implementation of Toolz: High performance functional utilities
daqp	0.5.1	DAQP: A dual active-set QP solver
dash	2.9.3	A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components	2.0.0	Core component suite for Dash
dash_html_components	2.0.0	Vanilla HTML components for Dash
dash_table	5.0.0	Dash table
dask	2023.10.0	Parallel PyData with Task Scheduling
dask_glm	0.2.0	Generalized Linear Models with Dask
dask_image	2023.8.1	Distributed image processing
dask_ml	2023.3.24	A library for distributed and parallel machine learning
dataclasses_json	0.5.7	Easily serialize dataclasses to and from JSON
datasette	0.64.5	A tool for exploring and publishing data
datasette_graphql	2.2	Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader	0.15.2	Data visualization toolchain based on aggregating into a grid
datashape	0.5.2	A data description language.
db.py	0.5.4b1	a db package that doesn't suck
deap	1.3.1	Distributed Evolutionary Algorithms in Python
debugpy	1.8.0	An implementation of the Debug Adapter Protocol for Python
decorator	4.4.2	Decorators for Humans
defusedxml	0.7.1	XML bomb protection for Python stdlib modules
deprecated	1.2.13	Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation	2.1.0	A library to handle automated deprecations
diff_match_patch	20200713	Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill	0.3.5	serialize all of python
dirty_cat	0.4.1	Machine learning with dirty categories.
distlib	0.3.6	Distribution utilities
distributed	2023.10.0	Distributed scheduler for Dask
django	4.2.5	A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dnspython	2.4.2	DNS toolkit
docopt	0.6.2	Pythonic argument parser, that will make you smile
docstring_to_markdown	0.13	On the fly conversion of Python docstrings to markdown
docutils	0.18.1	Docutils -- Python Documentation Utilities
duckdb	0.9.1	DuckDB embedded database
ecos	2.0.12	This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
editables	0.3	Editable installations
emcee	3.1.2	The Python ensemble sampling toolkit for MCMC
entrypoints	0.4	Discover and load entry points from installed packages.
et_xmlfile	1.1.0	An implementation of lxml.xmlfile for the standard library
etuples	0.3.8	Python S-expression emulation using tuple-like objects.
executing	1.2.0	Get the currently executing AST node of a frame, and other information
fast_histogram	0.11	Fast simple 1D and 2D histograms
fastai	2.7.13	fastai makes deep learning with PyTorch faster, more accurate, and easier
fastapi	0.103.2	FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore	1.5.29	Python supercharged for fastai development
fastdownload	0.0.7	A general purpose data downloading library.
fasteners	0.18	A python package that provides useful locks.
fastjsonschema	2.18.0	Fastest Python implementation of JSON schema
fastparquet	2023.8.0	Python support for Parquet file format
fastprogress	1.0.3	A nested progress with plotting options for fastai
feather_format	0.4.1	Simple wrapper library to the Apache Arrow-based Feather File Format
filelock	3.12.4	A platform independent file lock.
filterpy	1.4.5	Kalman filtering and optimal estimation library
fiona	1.9.4.post1	Fiona reads and writes spatial data files
flake8	6.0.0	the modular source code checker: pep8, pyflakes and co
flask	2.3.3	A simple framework for building complex web applications.
flask_mail	0.9.1	Flask extension for sending email
flask_session	0.5.0	Adds server-side session support to your Flask application
flask_sqlalchemy	3.0.5	Adds SQLAlchemy support to your Flask application.
flit	3.9.0	A simple packaging tool for simple packages.
flit_core	3.9.0	Distribution-building parts of Flit. See flit package for more information
folium	0.14.0	Make beautiful maps with Leaflet.js & Python
fonttools	4.43.1	Tools to manipulate font files
formlayout	1.2.1a1	The most easy way to create Qt form dialogs and widgets with Python
fqdn	1.5.1	Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
frozenlist	1.4.0	A list-like structure which implements collections.abc.MutableSequence
fsspec	2023.9.2	File-system specification
future	0.18.2	Clean single-source support for Python 3 and 2
fuzzywuzzy	0.18.0	Fuzzy string matching in python
gast	0.4.0	Python AST that abstracts the underlying Python version
gdal	3.6.4	GDAL: Geospatial Data Abstraction Library
geographiclib	2.0	The geodesic routines from GeographicLib
geopandas	0.14.0	Geographic pandas extensions
geopy	2.4.0	Python Geocoding Toolbox
gitdb	4.0.10	Git Object Database
gitpython	3.1.32	Python Git Library
gmpy2	2.1.5	GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x
gpt4all	1.0.8	Python bindings for GPT4All
gpytorch	1.11	An implementation of Gaussian Processes in Pytorch
graphene	3.3	GraphQL Framework for Python
graphql_core	3.2.3	GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay	3.2.0	Relay library for graphql-core-next
greenlet	3.0.0	Lightweight in-process concurrent programming
guidata	3.1.0	Automatic graphical user interfaces generation for easy dataset editing and display
guiqwt	4.4.4	guiqwt is a set of tools for curve and image plotting (extension to PythonQwt)
h11	0.14.0	A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2	4.1.0	HTTP/2 State-Machine based protocol implementation
h5netcdf	1.2.0	netCDF4 via h5py
h5py	3.7.0	Read and write HDF5 files from Python
hatch	1.7.0	Modern, extensible Python project management
hatchling	1.18.0	Modern, extensible Python build backend
holoviews	1.18.0	Stop plotting your data - annotate your data and let it visualize itself.
hpack	4.0.0	Pure-Python HPACK header compression
html5lib	1.1	HTML parser based on the WHATWG HTML specification
httpcore	0.18.0	A minimal low-level HTTP client.
httpie	3.2.2	HTTPie - a CLI, cURL-like tool for humans.
httpx	0.25.0	The next generation HTTP client.
huggingface_hub	0.17.1	Client library to download and publish models, datasets and other repos on the huggingface.co hub
hupper	1.12	Integrated process monitor for developing and reloading daemons.
hvplot	0.9.0	A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn	0.14.4	A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe	6.0.1	HTTP/2 framing layer for Python
hyperlink	21.0.0	A featureful, immutable, and correct URL for Python.
hypothesis	6.87.1	A library for property-based testing
idlex	1.22	IDLE Extensions for Python
idna	3.4	Internationalized Domain Names in Applications (IDNA)
imageio	2.31.1	Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg	0.4.8	FFMPEG wrapper for Python
imagesize	1.4.1	Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn	0.11.0	Toolbox for imbalanced dataset in machine learning.
importlib_metadata	6.8.0	Read metadata from Python packages
inflection	0.5.1	A port of Ruby on Rails inflector to Python
iniconfig	2.0.0	iniconfig: brain-dead simple config-ini parsing
intervaltree	3.0.2	Editable interval tree data structure for Python 2 and 3
ipycanvas	0.13.1	Interactive widgets library exposing the browser's Canvas API
ipydatagrid	1.2.0	Fast Datagrid widget for the Jupyter Notebook and JupyterLab
ipykernel	6.25.2	IPython Kernel for Jupyter
ipyleaflet	0.17.4	A Jupyter widget for dynamic Leaflet maps
ipympl	0.9.3	Matplotlib Jupyter Extension
ipython	8.16.1	IPython: Productive Interactive Computing
ipython_genutils	0.2.0	Vestigial utilities from IPython
ipython_sql	0.5.0	RDBMS access via IPython
ipywidgets	8.1.1	IPython HTML widgets for Jupyter
isoduration	20.11.0	Operations with ISO 8601 durations
isort	5.12.0	A Python utility / library to sort Python imports.
itsdangerous	2.1.2	Various helpers to pass data to untrusted environments and back.
janus	1.0.0	Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jaraco.classes	3.3.0	Utility functions for Python class constructs
jaxtyping	0.2.22	Type annotations and runtime checking for shape and dtype of JAX arrays, and PyTrees.
jedi	0.18.2	An autocompletion tool for Python that can be used for text editors.
jellyfish	0.11.2	a library for doing approximate and phonetic matching of strings.
jinja2	3.1.2	A small but fast and easy to use stand-alone template engine written in pure python.
joblib	1.3.2	Lightweight pipelining: using Python functions as pipeline jobs.
json5	0.9.14	A Python implementation of the JSON5 data format.
jsonpointer	2.4	Identify specific nodes in a JSON document (RFC 6901)
jsonschema	4.19.1	An implementation of JSON Schema validation for Python
jsonschema_specifications	2023.7.1	The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia	0.6.1	Julia/Python bridge with IPython support.
jupyter	1.0.0	Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh	3.0.7	A Jupyter extension for rendering Bokeh content.
jupyter_client	8.4.0	Jupyter protocol implementation and client libraries
jupyter_console	6.6.3	Jupyter terminal console
jupyter_core	5.4.0	Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events	0.7.0	Jupyter Event System library
jupyter_lsp	2.2.0	Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging	0.12.3	Jupyter Packaging Utilities
jupyter_server	2.5.0	The Jupyter Server
jupyter_server_mathjax	0.2.6	MathJax resources as a Jupyter Server Extension.
jupyter_server_terminals	0.4.4	A Jupyter Server Extension Providing Terminals.
jupyter_sphinx	0.4.0	Jupyter Sphinx Extensions
jupyterlab	4.0.7	The JupyterLab notebook server extension.
jupyterlab_pygments	0.2.2	Pygments theme
jupyterlab_server	2.25.0	JupyterLab Server
jupyterlab_widgets	3.0.9	JupyterLab extension providing HTML widgets
keyring	24.2.0	Store and access your passwords safely.
kiwisolver	1.4.5	A fast implementation of the Cassowary constraint solver
langchain	0.0.292	Building applications with LLMs through composability
langcodes	3.3.0	Tools for labeling human languages with IETF language tags
langsmith	0.0.43	Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.
lazy_loader	0.3	lazy_loader
lazy_object_proxy	1.9.0	A fast and thorough lazy object proxy.
linear_operator	0.5.1	A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices).
linkify_it_py	2.0.2	Links recognition library with FULL unicode support.
llm	0.11	A CLI utility and Python library for interacting with Large Language Models, including OpenAI, PaLM and local models installed on your own machine.
llm_gpt4all	0.1.1	Plugin for LLM adding support for GPT4ALL models
llm_llama_cpp	0.1a0	LLM plugin for running models using llama.cpp
llm_markov	0.1	Plugin for LLM adding a Markov chain generating model
llvmlite	0.41.1	lightweight wrapper around basic LLVM functionality
lmfit	1.0.3	Least-Squares Minimization with Bounds and Constraints
locket	1.0.0	File-based locks for Python for Linux and Windows
logical_unification	0.4.5	Logical unification in Python
loky	3.4.0	A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml	4.9.0	Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4	4.3.2	LZ4 Bindings for Python
mako	1.2.0	A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown	3.3.7	Python implementation of Markdown.
markdown_it_py	2.2.0	Python port of markdown-it. Markdown parsing, done right!
markupsafe	2.1.1	Safely add untrusted strings to HTML/XML markup.
marshmallow	3.12.1	A lightweight library for converting complex datatypes to and from native Python datatypes.
marshmallow_enum	1.5.1	Enum field for Marshmallow
matplotlib	3.8.0	Python plotting package
matplotlib_inline	0.1.6	Inline Matplotlib backend for Jupyter
maturin	1.2.3	Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe	0.7.0	McCabe checker, plugin for flake8
mdit_py_plugins	0.3.5	Collection of plugins for markdown-it-py
mdurl	0.1.2	Markdown URL utilities
mercantile	1.2.1	Web mercator XYZ tile utilities
mergedeep	1.3.4	A deep merge function for 🐍.
minikanren	1.0.3	Relational programming in Python
missingno	0.5.1	Missing data visualization module for Python.
mistune	2.0.5	The fastest markdown parser in pure Python
mizani	0.9.2	Scales for Python
mlxtend	0.22.0	Machine Learning Library Extensions
more_itertools	9.0.0	More routines for operating on iterables, beyond itertools
moviepy	1.0.3	Video editing with Python
mpl_scatter_density	0.7	Matplotlib helpers to make density scatter plots
mpld3	0.5.8	D3 Viewer for Matplotlib
mpmath	1.3.0	Python library for arbitrary-precision floating-point arithmetic
msal	1.22.0	The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect.
msal_extensions	1.0.0	Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS and Linux. Concurrent data access will be coordinated by a file lock mechanism.
msgpack	1.0.4	MessagePack (de)serializer.
msvc_runtime	14.36.32532	Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict	6.0.2	multidict implementation
multipledispatch	0.6.0	Multiple dispatch
murmurhash	1.0.9	Cython bindings for MurmurHash
mutagen	1.46.0	read and write audio tags for many formats
mypy	1.5.1	Optional static typing for Python
mypy_extensions	1.0.0	Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python	8.0.21	MySQL driver written in Python
nbclient	0.8.0	A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert	7.8.0	Converting Jupyter Notebooks
nbdime	3.1.1	Diff and merge of Jupyter Notebooks
nbformat	5.7.0	The Jupyter Notebook format
nbval	0.9.6	A py.test plugin to validate Jupyter notebooks
nest_asyncio	1.5.6	Patch asyncio to allow nested event loops
netcdf4	1.6.0	Provides an object-oriented python interface to the netCDF version 4 library.
networkx	3.2	Python package for creating and manipulating graphs and networks
nlopt	2.7.1	Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk	3.8.1	Natural Language Toolkit
notebook	7.0.4	A web-based notebook environment for interactive computing
notebook_shim	0.2.3	A shim layer for notebook traits and config
ntlm_auth	1.5.0	Creates NTLM authentication structures
numba	0.58.1	compiling Python code using LLVM
numcodecs	0.10.0	A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools	0.9.40	Solves automatic numerical differentiation problems in one or more variables.
numexpr	2.8.6	Fast numerical expression evaluator for NumPy
numpy	1.26.1	NumPy is the fundamental package for array computing with Python.
numpydoc	1.3	Sphinx extension to support docstrings in Numpy format
openai	0.28.0	Python client library for the OpenAI API
opencv_python	4.8.0.74	Wrapper package for OpenCV python bindings.
openpyxl	3.0.10	A Python library to read/write Excel 2010 xlsx/xlsm files
opt_einsum	3.3.0	Optimizing numpys einsum function
orjson	3.7.3	Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp	0.6.2.post9	OSQP: The Operator Splitting QP Solver
outcome	1.2.0	Capture the outcome of Python function calls.
packaging	22.0	Core utilities for Python packages
pandas	2.1.1	Powerful data structures for data analysis, time series, and statistics
pandocfilters	1.5.0	Utilities for writing pandoc filters in python
panel	1.3.0rc2	A high level app and dashboarding solution for Python.
papermill	2.4.0	Parametrize and run Jupyter and nteract Notebooks
param	2.0.0rc7	Declarative Python programming using Parameters.
paramiko	2.8.0	SSH2 protocol library
parso	0.8.3	A Python Parser
partd	1.4.0	Appendable key-value storage
pathspec	0.11.0	Utility library for gitignore style pattern matching of file paths.
pathy	0.10.2	pathlib.Path subclasses for local and cloud bucket storage
patsy	0.5.3	A Python package for describing statistical models and for building design matrices.
pdfrw	0.4.post2	PDF file reader/writer library
pep8	1.7.1	Python style guide checker
pexpect	4.8.0	Pexpect allows easy control of interactive console applications.
pg8000	1.23.0	PostgreSQL interface library
pickleshare	0.7.5	Tiny 'shelve'-like database with concurrency support
pillow	10.0.1	Python Imaging Library (Fork)
pims	0.6.1	Python Image Sequence
pint	0.19.2	Physical quantities module
pip	23.2.1	The PyPA recommended tool for installing Python packages.
pkginfo	1.9.6	Query metadatdata from sdists / bdists / installed packages.
platformdirs	3.8.1	A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly	5.16.1	An open-source, interactive graphing library for Python
plotnine	0.12.3	A grammar of graphics for python
pluggy	1.0.0	plugin and hook calling mechanisms for python
ply	3.11	Python Lex & Yacc
pmdarima	2.0.3	Python's forecast::auto.arima equivalent
polars	0.19.10	Blazingly fast DataFrame library
portalocker	2.7.0	Wraps the portalocker recipe for easy usage
portpicker	1.5.0	A library to choose unique available network ports.
ppci	0.5.9	A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
preshed	3.0.8	Cython hash table that trusts the keys are pre-hashed
prettytable	3.3.0	A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority	2.0.0	A pure-Python implementation of the HTTP/2 priority tree
proglog	0.1.10	Log and progress bar manager for console, notebooks, web...
prometheus_client	0.15.0	Python client for the Prometheus monitoring system.
prompt_toolkit	3.0.39	Library for building powerful interactive command lines in Python
protobuf	4.23.2	Protocol Buffers
psutil	5.9.5	Cross-platform lib for process and system monitoring in Python.
ptpython	3.0.23	Python REPL build on top of prompt_toolkit
ptyprocess	0.7.0	Run a subprocess in a pseudo terminal
pulp	2.6.0	PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
pure_eval	0.2.2	Safely evaluate AST nodes without side effects
py2vega	0.6.1	A Python to Vega-expression transpiler.
pyaml	20.4.0	PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow	13.0.0	Python library for Apache Arrow
pyaudio	0.2.11	Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3	0.9.7	Handlebars.js templating for Python 3 and 2
pybind11	2.11.1	Seamless operability between C++11 and Python
pycodestyle	2.10.0	Python style guide checker
pycosat	0.6.3	bindings to picosat (a SAT solver)
pycparser	2.21	C parser in Python
pycryptodomex	3.18.0	Cryptographic library for Python
pyct	0.4.8	python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic	2.4.2	Data validation and settings management using python 3.6 type hinting
pydantic_core	2.10.1
pydeck	0.8.0	Widget for deck.gl maps
pydocstyle	6.3.0	Python docstring style checker
pydub	0.25.1	Manipulate audio with an simple and easy high level interface
pyepsg	0.4.0	Easy access to the EPSG database via http epsg.io/
pyerfa	2.0.0.1	Python bindings for ERFA
pyflakes	3.0.1	passive checker of Python programs
pyflux	0.4.17	PyFlux: A time-series analysis library for Python
pygad	3.2.0	PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame	2.5.2	Python Game Development
pygments	2.15.1	Pygments is a syntax highlighting package written in Python.
pyjwt	2.4.0	JSON Web Token implementation in Python
pylint	2.15.4	python code static checker
pylint_venv	3.0.2	pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder	0.4.0	Spyder extensions for the python-language-server
pymc	5.5.0	Markov Chain Monte Carlo sampling toolkit.
pymeta3	0.5.1	Pattern-matching language based on OMeta for Python 3 and 2
pymongo	4.3.3	Python driver for MongoDB
pympler	1.0.1	A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl	1.5.0	Python binding to the Networking and Cryptography (NaCl) library
pynndescent	0.5.7	Nearest Neighbor Descent
pyodbc	5.0.1	DB API Module for ODBC
pyopengl	3.1.7	Standard OpenGL bindings for Python
pypandoc	1.5	Thin wrapper for pandoc.
pyparsing	3.0.9	Python parsing module
pypdf	3.15.2	A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
pyperclip	1.8.2	A cross-platform clipboard module for Python. (Only handles plain text for now.)
pypng	0.20220715.0	Pure Python library for saving and loading PNG images
pyproj	3.4.1	Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5	5.15.6	Python bindings for the Qt cross platform application toolkit
pyqt5_qt5	5.15.2	The subset of a Qt installation needed by PyQt5.
pyqt5_sip	12.11.0	The sip module support for PyQt5
pyqtgraph	0.13.3	Scientific Graphics and GUI Library for Python
pyqtwebengine	5.15.5	Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5	5.15.2	The subset of a Qt installation needed by PyQtWebEngine.
pyro_api	0.1.2	Generic API for dispatch to Pyro backends.
pyro_ppl	1.8.4	A Python library for probabilistic modeling and inference
pyserial	3.5	Python Serial Port Extension
pysocks	1.7.1	A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache	0.5.4	Mustache for Python
pytensor	2.12.3	Optimizing compiler for evaluating mathematical expressions on CPUs and GPUs.
pytest	7.2.1	pytest: simple powerful testing with Python
python_barcode	0.15.1	Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
python_dateutil	2.8.2	Extensions to the standard Python datetime module
python_dotenv	1.0.0	Add .env support to your django/flask apps in development and deployments
python_json_logger	2.0.7	A python library adding a json log formatter
python_lsp_black	1.3.0	Black plugin for the Python LSP Server
python_lsp_jsonrpc	1.1.1	JSON RPC 2.0 server library
python_lsp_server	1.7.4	Python Language Server for the Language Server Protocol
python_multipart	0.0.5	A streaming multipart parser for Python
python_slugify	6.1.2	A Python Slugify application that handles Unicode
python_snappy	0.6.1	Python library for the snappy compression library from Google
python_ulid	1.1.0	Universally Unique Lexicographically Sortable Identifier
pythonnet	3.0.1	.Net and Mono integration for Python
pythonqwt	0.10.6	Qt plotting widgets for Python
pytoolconfig	1.2.4	Python tool configuration
pytz	2023.3	World timezone definitions, modern and historical
pytz_deprecation_shim	0.1.0.post0	Shims to make deprecation of pytz easier
pyviz_comms	3.0.0	Bidirectional communication for the PyViz ecosystem.
pywin32	306	Python for Window Extensions
pywin32_ctypes	0.2.0	A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty	2.0.9	Python bindings for the winpty library
pywinusb	0.4.2	A package that simplifies USB/HID communications on windows
pyyaml	6.0	YAML parser and emitter for Python
pyzmq	25.1.1	Python bindings for 0MQ
pyzo	4.12.7	the Python IDE for scientific computing
qdarkstyle	3.1	The most complete dark stylesheet for Python and Qt applications
qdldl	0.1.7	QDLDL, a free LDL factorization routine.
qpsolvers	3.4.0	Quadratic programming solvers in Python with a unified API
qrcode	7.4.2	QR Code image generator
qstylizer	0.2.2	Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome	1.2.3	FontAwesome icons in PyQt and PySide applications
qtconsole	5.4.4	Jupyter Qt console
qtpy	2.4.0	Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quadprog	0.1.11	Quadratic Programming Solver
quantecon	0.5.3	QuantEcon is a package to support all forms of quantitative economic modelling.
quart	0.18.3	A Python ASGI web microframework with the same API as Flask
rapidfuzz	3.2.0	rapid fuzzy string matching
rasterio	1.3.6	Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer	35.0	readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis	4.3.1	Python client for Redis key-value store
referencing	0.30.2	JSON Referencing + Python
regex	2023.10.3	Alternative regular expression module, to replace re.
reportlab	4.0.4	The Reportlab Toolkit
requests	2.31.0	Python HTTP for Humans.
requests_ntlm	1.1.0	This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt	0.10.1	A utility belt for advanced users of python-requests
rfc3339_validator	0.1.4	A pure python RFC3339 validator
rfc3986	2.0.0	Validating URI References per RFC 3986
rfc3986_validator	0.1.1	Pure python rfc3986 validator
rich	13.4.2	Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope	1.6.0	a python refactoring library...
rpds_py	0.10.6	Python bindings to Rust's persistent data structures (rpds)
rtree	1.0.0	R-Tree spatial index for Python GIS
rx	3.1.1	Reactive Extensions (Rx) for Python
safetensors	0.3.3	Fast and Safe Tensor serialization
scikit_image	0.22.0	Image processing routines for SciPy
scikit_learn	1.3.1	A set of python modules for machine learning and data mining
scikit_optimize	0.9.0	Sequential model-based optimization toolbox.
scipy	1.11.2	SciPy: Scientific Library for Python
scramp	1.4.1	An implementation of the SCRAM protocol.
scs	3.2.3	scs: splitting conic solver
seaborn	0.13.0	seaborn: statistical data visualization
send2trash	1.8.0	Send file to trash natively under Mac OS X, Windows and Linux.
setuptools	68.2.2	Easily download, build, install, upgrade, and uninstall Python packages
shapely	2.0.1	Geometric objects, predicates, and operations
shellingham	1.5.0.post1	Tool to Detect Surrounding Shell
simplegeneric	0.8.1	Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson	3.17.6	Simple, fast, extensible JSON encoder/decoder for Python
simpy	4.0.1	Event discrete, process based simulation for Python.
six	1.16.0	Python 2 and 3 compatibility utilities
slicerator	1.1.0	A lazy-loading, fancy-sliceable iterable.
smart_open	5.2.1	Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)
smmap	5.0.0	A pure Python implementation of a sliding window memory map manager
snakeviz	2.1.0	A web-based viewer for Python profiler output
sniffio	1.2.0	Sniff out which async library your code is running under
snowballstemmer	2.2.0	This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs	1.4.7	Snuggs are s-expressions for Numpy
sortedcontainers	2.4.0	Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice	0.4.6	Play and Record Sound with Python
soupsieve	2.3.2.post1	A modern CSS selector implementation for Beautiful Soup.
spacy	3.6.1	Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy	3.0.12	Legacy registered functions for spaCy backwards compatibility
spacy_loggers	1.0.3	Logging utilities for SpaCy
sphinx	6.1.3	Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme	1.2.0	Read the Docs theme for Sphinx
sphinxcontrib_applehelp	1.0.2	sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp	1.0.2	sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp	2.0.0	sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jquery	4.1	Extension to include jQuery on newer Sphinx releases
sphinxcontrib_jsmath	1.0.1	A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp	1.0.3	sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml	1.1.5	sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder	5.4.5	The Scientific Python Development Environment
spyder_kernels	2.4.4	Jupyter kernels for Spyder's console
sqlalchemy	2.0.22	Database Abstraction Library
sqlite_bro	0.12.2	a graphic SQLite Client in 1 Python file
sqlite_fts4	1.0.3	Python functions for working with SQLite FTS4 search
sqlite_migrate	0.1a2	A simple database migration system for SQLite, based on sqlite-utils
sqlite_utils	3.35.1	CLI tool and Python utility functions for manipulating SQLite databases
sqlparse	0.4.3	Non-validating SQL parser
srsly	2.4.5	Modern high-performance serialization utilities for Python
sspyrs	0.3	Lightweight interface for SSRS reports to python
stack_data	0.6.1	Extract data from python stack frames and tracebacks for informative displays
starlette	0.27.0	The little ASGI library that shines.
statsmodels	0.14.0	Statistical computations and models for Python
streamlit	1.27.2	The fastest way to build data apps in Python
streamz	0.6.3	Streams
supersmoother	0.4	Python implementation of Friedman's Supersmoother
swifter	1.3.4	A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy	1.12	Computer algebra system (CAS) in Python
tables	3.7.0	Hierarchical datasets for Python
tabulate	0.9.0	Pretty-print tabular data
tbats	1.1.0	BATS and TBATS for time series forecasting
tblib	1.7.0	Traceback serialization library.
tenacity	8.1.0	Retry code until it succeeds
terminado	0.17.0	Terminals served to xterm.js using Tornado websockets
text_unidecode	1.3	The most basic Text::Unidecode port
textdistance	4.5.0	Compute distance between the two texts.
textwrap3	0.9.2	textwrap from Python 3.6 backport (plus a few tweaks)
thinc	8.1.12	Practical Machine Learning for NLP
threadpoolctl	3.1.0	threadpoolctl
three_merge	0.1.1	Simple library for merging two strings with respect to a base one
tifffile	2023.7.18	Read and write TIFF(r) files
tinycss2	1.1.1	tinycss2
tokenizers	0.13.3	Fast and Customizable Tokenizers
toml	0.10.2	Python Library for Tom's Obvious, Minimal Language
tomli	2.0.1	A lil' TOML parser
tomli_w	1.0.0	A lil' TOML writer
tomlkit	0.11.6	Style preserving TOML library
toolz	0.12.0	List processing tools and functional utilities
torch	2.1.0	Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio	2.1.0	An audio package for PyTorch
torchvision	0.16.0	image and video datasets and models for torch deep learning
tornado	6.3.1	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm	4.65.0	Fast, Extensible Progress Meter
traitlets	5.10.0	Traitlets Python config system
traittypes	0.2.1	Scipy trait types
transformers	4.33.2	State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow
trio	0.22.2	A friendly Python library for async concurrency and I/O
trio_asyncio	0.12.0	A re-implementation of the asyncio mainloop on top of Trio
trove_classifiers	2023.2.20	Canonical source for classifiers on PyPI (pypi.org).
twine	4.0.1	Collection of utilities for publishing packages on PyPI
typeguard	2.13.3	Run-time type checker for Python
typer	0.9.0	Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions	4.7.1	Backported and Experimental Type Hints for Python 3.5+
typing_inspect	0.8.0	Runtime inspection utilities for typing module.
tzdata	2022.7	Provider of IANA time zone data
tzlocal	4.2	tzinfo object for the local timezone
uc_micro_py	1.0.1	Micro subset of unicode data files for linkify-it-py projects.
ujson	5.3.0	Ultra fast JSON encoder and decoder for Python
umap_learn	0.5.1	Uniform Manifold Approximation and Projection
uncertainties	3.1.7	Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
uri_template	1.2.0	RFC 6570 URI Template Processor
urllib3	2.0.3	HTTP library with thread-safe connection pooling, file post, and more.
userpath	1.8.0	Cross-platform tool for adding locations to the user PATH
uvicorn	0.22.0	The lightning-fast ASGI server.
validators	0.18.2	Python Data Validation for Humans™.
vega_datasets	0.9.0	A Python package for offline access to Vega datasets
virtualenv	20.23.0	Virtual Python Environment builder
waitress	2.1.2	Waitress WSGI server
wasabi	0.10.1	A lightweight console printing and formatting toolkit
wasmer	1.1.0	Python extension to run WebAssembly binaries
wasmer_compiler_cranelift	1.1.0	The Cranelift compiler for the `wasmer` package (to compile WebAssembly module)
wasmer_compiler_singlepass	1.1.0	Python extension to run WebAssembly binaries
watchdog	2.2.0	Filesystem events monitoring
wcwidth	0.2.5	Measures number of Terminal column cells of wide-character codes
webcolors	1.12	A library for working with color names and color values formats defined by HTML and CSS.
webencodings	0.5.1	Character encoding aliases for legacy web content
websocket_client	1.6.1	WebSocket client for Python. hybi13 is supported.
websockets	10.3	An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug	2.3.7	The comprehensive WSGI web application library.
whatthepatch	1.0.2	A patch parsing and application library.
wheel	0.40.0	A built-package format for Python
widgetsnbextension	4.0.9	IPython HTML widgets for Jupyter
winpython	7.0.20231022	WinPython distribution tools, including WPPM
wordcloud	1.9.2	A little word cloud generator
wrapt	1.14.1	Module for decorators, wrappers and monkey patching.
wsproto	1.2.0	WebSockets state-machine based protocol implementation
xarray	2023.10.1	N-D labeled arrays and datasets in Python
xarray_einstats	0.5.1	Stats, linear algebra and einops for xarray
xgboost	2.0.0	XGBoost Python Package
xlsxwriter	3.1.2	A Python module for creating Excel XLSX files.
xlwings	0.24.7	Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict	0.13.0	Makes working with XML feel like you are working with JSON
xyzservices	2022.6.0	Source of XYZ tiles providers
yapf	0.40.1	A formatter for Python code.
yarl	1.7.2	Yet another URL library
yt_dlp	2023.7.6	A youtube-dl fork with additional features and patches
zarr	2.16.1	An implementation of chunked, compressed, N-dimensional arrays for Python.
zict	3.0.0	Mutable mapping tools
zipp	3.9.0	Backport of pathlib-compatible object wrapper for zip files
zstandard	0.21.0	Zstandard bindings for Python

Xero64 · 2023-11-07T06:47:49Z

There is a new Gohlke release of numpy-1.26.1+mkl, etc. Any chance of a mkl version of WinPython 3.12?

https://github.com/cgohlke/numpy-mkl-wheels/releases/tag/v2023.11.5

hiccup7 · 2023-11-07T16:15:27Z

SciPy 1.11.3 and NumExpr 2.8.7 are available, both for OpenBLAS and MKL BLAS.

stonebig · 2023-11-10T19:21:34Z

WinPython 2023-04 b3 (2023-11-11)

Changes from WinPython 2023-04 b2:

Infrastructure:
- nodejs-20.9.0
- Pandoc-3.1.9
- nbdime-4.0.0rc0
New Packages:
Upgraded Packages:
- plotpy
- spyder-5.5, jedi-0.19.1
- SciPy-1.11.3, NumExpr-2.8.7
Removed Packages:
- xgboost , guiqwt

Areas of particular interest for testers:

spyder-5.5
infrastructure ok

next build:

b4 or rc

binaries at:

MD5	SHA-1	SHA-256	Binary	Size	blake2b-256
a8e89bd75326533792eab1b2ec0e1138	76f11b506e402237705ecfb47fdbc6e3fc51139f	e1000c19ae098059bb4b4eafbb17f9817d691ff43683ea59135ac9f177af5649	Winpython64-3.11.6.0dotb3.exe	25 117 331 Bytes	15aff76ecfd96a11badf4b8897bd303e5d04cfe5f2cf424a1c1b360506af36a2
d5c7a3605e7e52f7f4fcf8bebc79e45c	a99f757c0b326af32c3f05b5d42e2c905ea8cf00	cf23500995362748727a12194e64ba74b39c82ede77835f45b81d94fa0bfff20	Winpython64-3.11.6.0b3.exe	825 118 295 Bytes	600ea92badad3d8cd7c5cbd2db6b21a39a583dd1ab836f286cb86fa927617175

WinPython 3.11.6.0

The following packages are included in WinPython-64bit v3.11.6.0 b3.

Tools

Name	Version	Description
Nodejs	v20.9.0	a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs	10.1.0	a package manager for JavaScript
Pandoc	3.1.9	a universal document converter

Python packages

Name	Version	Description
Python	3.11.6	Python programming language with standard library
accelerate	0.23.0	Accelerate
adodbapi	2.6.1.3	A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine	2.3.1	Matrices describing affine transformation of the plane.
aiofiles	23.2.1	File support for asyncio.
aiohttp	3.8.6	Async http client/server framework (asyncio)
aiosignal	1.3.1	aiosignal: a list of registered asynchronous callbacks
aiosqlite	0.19.0	asyncio bridge to the standard sqlite3 module
alabaster	0.7.12	A configurable sidebar-enabled Sphinx theme
alembic	1.12.1	A database migration tool for SQLAlchemy.
algopy	0.5.7	ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair	5.1.2	Altair: A declarative statistical visualization library for Python.
altair_data_server	0.4.1	A background data server for Altair charts.
altair_transform	0.2.0	A python engine for evaluating Altair transforms.
aniso8601	9.0.1	A library for parsing ISO 8601 strings.
annotated_types	0.5.0	Reusable constraint types to use with typing.Annotated
ansi2html	1.8.0	Convert text with ANSI color codes to HTML or to LaTeX
anyio	3.7.1	High level compatibility layer for multiple asynchronous event loop implementations
appdirs	1.4.4	A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi	23.1.0	The secure Argon2 password hashing algorithm.
argon2_cffi_bindings	21.2.0	Low-level CFFI bindings for Argon2
array_api_compat	1.4	A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow	1.2.2	Better dates & times for Python
arviz	0.15.1	Exploratory analysis of Bayesian models
asciitree	0.3.3	Draws ASCII trees.
asgi_csrf	0.9	ASGI middleware for protecting against CSRF attacks
asgiref	3.7.2	ASGI specs, helper code, and adapters
asn1crypto	1.5.1	Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval	0.9.27	Safe, minimalistic evaluator of python expression using ast module
astroid	2.12.12	An abstract syntax tree for Python with inference support.
astropy	5.3.4	Community-developed python astronomy tools
asttokens	2.4.1	Annotate AST trees with source code positions
async_lru	2.0.4	Simple LRU cache for asyncio
async_timeout	4.0.3	Timeout context manager for asyncio programs
atomicwrites	1.4.0	Atomic file writes.
attrs	23.1.0	Classes Without Boilerplate
autopep8	2.0.4	A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core	1.29.5	Microsoft Azure Core Library for Python
azure_cosmos	4.5.1	Microsoft Azure Cosmos Client Library for Python
azure_identity	1.15.0	Microsoft Azure Identity Library for Python
babel	2.13.1	Internationalization utilities
baresql	0.8.0	playing SQL directly on Python datas
bcrypt	4.0.1	Modern password hashing for your software and your servers
beautifulsoup4	4.12.2	Screen-scraping library
binaryornot	0.4.4	Ultra-lightweight pure Python package to check if a file is binary or text.
black	23.11.0	The uncompromising code formatter.
bleach	6.0.0	An easy safelist-based HTML-sanitizing tool.
blinker	1.7.0	Fast, simple object-to-object and broadcast signaling
blis	0.7.10	The Blis BLAS-like linear algebra library, as a self-contained C-extension.
blosc	1.10.6	Blosc data compressor
bokeh	3.3.0	Interactive plots and applications in the browser from Python
botorch	0.9.2	Bayesian Optimization in PyTorch
bottleneck	1.3.7	Fast NumPy array functions written in C
bqplot	0.12.42	Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca	0.6.0	Generate complex HTML+JS pages with Python
brewer2mpl	1.4.1	Connect colorbrewer2.org color maps to Python and matplotlib
brotli	1.1.0	Python bindings for the Brotli compression library
cachelib	0.10.2	A collection of cache libraries in the same API interface.
cachetools	5.3.1	Extensible memoizing collections and decorators
catalogue	2.0.10	Super lightweight function registries for your library
certifi	2023.7.22	Python package for providing Mozilla's CA Bundle.
cffi	1.16.0	Foreign Function Interface for Python calling C code.
cftime	1.6.2	Time-handling functionality from netcdf4-python
chardet	5.2.0	Universal encoding detector for Python 2 and 3
charset_normalizer	3.2.0	The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click	8.1.7	Composable command line interface toolkit
click_default_group	1.2.4	Extends click.Group to invoke a command without explicit subcommand name
click_plugins	1.1.1	An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj	0.7.2	Click params for commmand line interfaces to GeoJSON
cloudpickle	3.0.0	Extended pickling support for Python objects
clr_loader	0.2.6	Generic pure Python loader for .NET runtimes
clrmagic	0.0.1a2	IPython cell magic to use .NET languages
colorama	0.4.6	Cross-platform colored terminal text.
colorcet	3.0.1	Collection of perceptually uniform colormaps
comm	0.1.4	Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
confection	0.1.3	The sweetest config system for Python
cons	0.4.5	An implementation of Lisp/Scheme-like cons in Python.
contourpy	1.1.1	Python library for calculating contours of 2D quadrilateral grids
cookiecutter	2.3.0	A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage	7.3.2	Code coverage measurement for Python
cramjam	2.7.0	Thin Python bindings to de/compression algorithms in Rust
cryptography	41.0.5	cryptography is a package which provides cryptographic recipes and primitives to Python developers.
cvxopt	1.3.2	Convex optimization package
cvxpy	1.3.2	A domain-specific language for modeling convex optimization problems in Python.
cycler	0.12.1	Composable style cycles
cymem	2.0.7	Manage calls to calloc/free through Cython
cython	3.0.5	The Cython compiler for writing C extensions for the Python language.
cytoolz	0.12.1	Cython implementation of Toolz: High performance functional utilities
daqp	0.5.1	DAQP: A dual active-set QP solver
dash	2.14.1	A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components	2.0.0	Core component suite for Dash
dash_html_components	2.0.0	Vanilla HTML components for Dash
dash_table	5.0.0	Dash table
dask	2023.10.1	Parallel PyData with Task Scheduling
dask_glm	0.2.0	Generalized Linear Models with Dask
dask_image	2023.8.1	Distributed image processing
dask_ml	2023.3.24	A library for distributed and parallel machine learning
dataclasses_json	0.5.7	Easily serialize dataclasses to and from JSON
datasette	0.64.5	A tool for exploring and publishing data
datasette_graphql	2.2	Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader	0.16.0	Data visualization toolchain based on aggregating into a grid
db.py	0.5.4b1	a db package that doesn't suck
deap	1.3.1	Distributed Evolutionary Algorithms in Python
debugpy	1.8.0	An implementation of the Debug Adapter Protocol for Python
decorator	4.4.2	Decorators for Humans
defusedxml	0.7.1	XML bomb protection for Python stdlib modules
deprecated	1.2.13	Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation	2.1.0	A library to handle automated deprecations
diff_match_patch	20200713	Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill	0.3.5	serialize all of python
dirty_cat	0.4.1	Machine learning with dirty categories.
distlib	0.3.6	Distribution utilities
distributed	2023.10.1	Distributed scheduler for Dask
django	4.2.5	A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dnspython	2.4.2	DNS toolkit
docopt	0.6.2	Pythonic argument parser, that will make you smile
docstring_to_markdown	0.13	On the fly conversion of Python docstrings to markdown
docutils	0.18.1	Docutils -- Python Documentation Utilities
duckdb	0.9.1	DuckDB embedded database
ecos	2.0.12	This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
editables	0.3	Editable installations
emcee	3.1.4	The Python ensemble sampling toolkit for MCMC
entrypoints	0.4	Discover and load entry points from installed packages.
et_xmlfile	1.1.0	An implementation of lxml.xmlfile for the standard library
etuples	0.3.8	Python S-expression emulation using tuple-like objects.
executing	2.0.1	Get the currently executing AST node of a frame, and other information
fast_histogram	0.12	Fast simple 1D and 2D histograms
fastai	2.7.13	fastai makes deep learning with PyTorch faster, more accurate, and easier
fastapi	0.103.2	FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore	1.5.29	Python supercharged for fastai development
fastdownload	0.0.7	A general purpose data downloading library.
fasteners	0.18	A python package that provides useful locks.
fastjsonschema	2.18.0	Fastest Python implementation of JSON schema
fastparquet	2023.8.0	Python support for Parquet file format
fastprogress	1.0.3	A nested progress with plotting options for fastai
feather_format	0.4.1	Simple wrapper library to the Apache Arrow-based Feather File Format
filelock	3.12.4	A platform independent file lock.
filterpy	1.4.5	Kalman filtering and optimal estimation library
fiona	1.9.4.post1	Fiona reads and writes spatial data files
flake8	6.1.0	the modular source code checker: pep8, pyflakes and co
flask	2.3.3	A simple framework for building complex web applications.
flask_mail	0.9.1	Flask extension for sending email
flask_session	0.5.0	Adds server-side session support to your Flask application
flask_sqlalchemy	3.0.5	Adds SQLAlchemy support to your Flask application.
flit	3.9.0	A simple packaging tool for simple packages.
flit_core	3.9.0	Distribution-building parts of Flit. See flit package for more information
folium	0.14.0	Make beautiful maps with Leaflet.js & Python
fonttools	4.44.0	Tools to manipulate font files
formlayout	1.2.1a1	The most easy way to create Qt form dialogs and widgets with Python
fqdn	1.5.1	Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
frozenlist	1.4.0	A list-like structure which implements collections.abc.MutableSequence
fsspec	2023.9.2	File-system specification
future	0.18.2	Clean single-source support for Python 3 and 2
fuzzywuzzy	0.18.0	Fuzzy string matching in python
gast	0.4.0	Python AST that abstracts the underlying Python version
gdal	3.7.3	GDAL: Geospatial Data Abstraction Library
geographiclib	2.0	The geodesic routines from GeographicLib
geopandas	0.14.0	Geographic pandas extensions
geopy	2.4.0	Python Geocoding Toolbox
gitdb	4.0.10	Git Object Database
gitpython	3.1.32	Python Git Library
gmpy2	2.1.5	GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x
gpt4all	1.0.8	Python bindings for GPT4All
gpytorch	1.11	An implementation of Gaussian Processes in Pytorch
graphene	3.3	GraphQL Framework for Python
graphql_core	3.2.3	GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay	3.2.0	Relay library for graphql-core-next
greenlet	3.0.1	Lightweight in-process concurrent programming
guidata	3.1.1	Automatic graphical user interfaces generation for easy dataset editing and display
h11	0.14.0	A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2	4.1.0	HTTP/2 State-Machine based protocol implementation
h5netcdf	1.2.0	netCDF4 via h5py
h5py	3.10.0	Read and write HDF5 files from Python
hatch	1.7.0	Modern, extensible Python project management
hatchling	1.18.0	Modern, extensible Python build backend
holoviews	1.18.1	Stop plotting your data - annotate your data and let it visualize itself.
hpack	4.0.0	Pure-Python HPACK header compression
html5lib	1.1	HTML parser based on the WHATWG HTML specification
httpcore	0.18.0	A minimal low-level HTTP client.
httpie	3.2.2	HTTPie - a CLI, cURL-like tool for humans.
httpx	0.25.0	The next generation HTTP client.
huggingface_hub	0.18.0	Client library to download and publish models, datasets and other repos on the huggingface.co hub
hupper	1.12	Integrated process monitor for developing and reloading daemons.
hvplot	0.9.0	A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn	0.14.4	A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe	6.0.1	HTTP/2 framing layer for Python
hyperlink	21.0.0	A featureful, immutable, and correct URL for Python.
hypothesis	6.87.1	A library for property-based testing
idlex	1.22	IDLE Extensions for Python
idna	3.4	Internationalized Domain Names in Applications (IDNA)
imageio	2.31.1	Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg	0.4.8	FFMPEG wrapper for Python
imagesize	1.4.1	Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn	0.11.0	Toolbox for imbalanced dataset in machine learning.
importlib_metadata	6.8.0	Read metadata from Python packages
inflection	0.5.1	A port of Ruby on Rails inflector to Python
iniconfig	2.0.0	iniconfig: brain-dead simple config-ini parsing
intervaltree	3.0.2	Editable interval tree data structure for Python 2 and 3
ipycanvas	0.13.1	Interactive widgets library exposing the browser's Canvas API
ipydatagrid	1.2.0	Fast Datagrid widget for the Jupyter Notebook and JupyterLab
ipykernel	6.26.0	IPython Kernel for Jupyter
ipyleaflet	0.17.4	A Jupyter widget for dynamic Leaflet maps
ipympl	0.9.3	Matplotlib Jupyter Extension
ipython	8.17.2	IPython: Productive Interactive Computing
ipython_genutils	0.2.0	Vestigial utilities from IPython
ipython_sql	0.5.0	RDBMS access via IPython
ipywidgets	8.1.1	IPython HTML widgets for Jupyter
isoduration	20.11.0	Operations with ISO 8601 durations
isort	5.12.0	A Python utility / library to sort Python imports.
itsdangerous	2.1.2	Various helpers to pass data to untrusted environments and back.
janus	1.0.0	Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jaraco.classes	3.3.0	Utility functions for Python class constructs
jaxtyping	0.2.22	Type annotations and runtime checking for shape and dtype of JAX arrays, and PyTrees.
jedi	0.19.1	An autocompletion tool for Python that can be used for text editors.
jellyfish	0.11.2	a library for doing approximate and phonetic matching of strings.
jinja2	3.1.2	A small but fast and easy to use stand-alone template engine written in pure python.
joblib	1.3.2	Lightweight pipelining: using Python functions as pipeline jobs.
json5	0.9.14	A Python implementation of the JSON5 data format.
jsonpointer	2.4	Identify specific nodes in a JSON document (RFC 6901)
jsonschema	4.19.2	An implementation of JSON Schema validation for Python
jsonschema_specifications	2023.7.1	The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia	0.6.1	Julia/Python bridge with IPython support.
jupyter	1.0.0	Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh	3.0.7	A Jupyter extension for rendering Bokeh content.
jupyter_client	8.6.0	Jupyter protocol implementation and client libraries
jupyter_console	6.6.3	Jupyter terminal console
jupyter_core	5.5.0	Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events	0.9.0	Jupyter Event System library
jupyter_lsp	2.2.0	Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging	0.12.3	Jupyter Packaging Utilities
jupyter_server	2.5.0	The Jupyter Server
jupyter_server_mathjax	0.2.6	MathJax resources as a Jupyter Server Extension.
jupyter_server_terminals	0.4.4	A Jupyter Server Extension Providing Terminals.
jupyter_sphinx	0.4.0	Jupyter Sphinx Extensions
jupyterlab	4.0.8	The JupyterLab notebook server extension.
jupyterlab_pygments	0.2.2	Pygments theme
jupyterlab_server	2.25.1	JupyterLab Server
jupyterlab_widgets	3.0.9	JupyterLab extension providing HTML widgets
keyring	24.2.0	Store and access your passwords safely.
kiwisolver	1.4.5	A fast implementation of the Cassowary constraint solver
langchain	0.0.292	Building applications with LLMs through composability
langcodes	3.3.0	Tools for labeling human languages with IETF language tags
langsmith	0.0.43	Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.
lazy_loader	0.3	lazy_loader
lazy_object_proxy	1.9.0	A fast and thorough lazy object proxy.
linear_operator	0.5.1	A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices).
linkify_it_py	2.0.2	Links recognition library with FULL unicode support.
llm	0.12	A CLI utility and Python library for interacting with Large Language Models, including OpenAI, PaLM and local models installed on your own machine.
llm_gpt4all	0.1.1	Plugin for LLM adding support for GPT4ALL models
llm_llama_cpp	0.1a0	LLM plugin for running models using llama.cpp
llm_markov	0.1	Plugin for LLM adding a Markov chain generating model
llm_python	0.1	Run a Python interpreter in the LLM virtual environment
llvmlite	0.41.1	lightweight wrapper around basic LLVM functionality
lmfit	1.0.3	Least-Squares Minimization with Bounds and Constraints
locket	1.0.0	File-based locks for Python for Linux and Windows
logical_unification	0.4.5	Logical unification in Python
loky	3.4.0	A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml	4.9.3	Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4	4.3.2	LZ4 Bindings for Python
mako	1.2.0	A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown	3.5.1	Python implementation of Markdown.
markdown_it_py	2.2.0	Python port of markdown-it. Markdown parsing, done right!
markupsafe	2.1.1	Safely add untrusted strings to HTML/XML markup.
marshmallow	3.12.1	A lightweight library for converting complex datatypes to and from native Python datatypes.
marshmallow_enum	1.5.1	Enum field for Marshmallow
matplotlib	3.8.1	Python plotting package
matplotlib_inline	0.1.6	Inline Matplotlib backend for Jupyter
maturin	1.3.1	Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe	0.7.0	McCabe checker, plugin for flake8
mdit_py_plugins	0.3.5	Collection of plugins for markdown-it-py
mdurl	0.1.2	Markdown URL utilities
mercantile	1.2.1	Web mercator XYZ tile utilities
mergedeep	1.3.4	A deep merge function for 🐍.
minikanren	1.0.3	Relational programming in Python
missingno	0.5.1	Missing data visualization module for Python.
mistune	2.0.5	The fastest markdown parser in pure Python
mizani	0.9.2	Scales for Python
mlxtend	0.22.0	Machine Learning Library Extensions
more_itertools	9.0.0	More routines for operating on iterables, beyond itertools
moviepy	1.0.3	Video editing with Python
mpl_scatter_density	0.7	Matplotlib helpers to make density scatter plots
mpld3	0.5.8	D3 Viewer for Matplotlib
mpmath	1.3.0	Python library for arbitrary-precision floating-point arithmetic
msal	1.24.1	The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect.
msal_extensions	1.0.0	Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS and Linux. Concurrent data access will be coordinated by a file lock mechanism.
msgpack	1.0.4	MessagePack (de)serializer.
msvc_runtime	14.36.32532	Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict	6.0.2	multidict implementation
multipledispatch	0.6.0	Multiple dispatch
murmurhash	1.0.9	Cython bindings for MurmurHash
mutagen	1.46.0	read and write audio tags for many formats
mypy	1.5.1	Optional static typing for Python
mypy_extensions	1.0.0	Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python	8.0.21	MySQL driver written in Python
nbclient	0.8.0	A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert	7.10.0	Converting Jupyter Notebooks
nbdime	4.0.0rc0	Diff and merge of Jupyter Notebooks
nbformat	5.7.0	The Jupyter Notebook format
nbval	0.9.6	A py.test plugin to validate Jupyter notebooks
nest_asyncio	1.5.6	Patch asyncio to allow nested event loops
netcdf4	1.6.0	Provides an object-oriented python interface to the netCDF version 4 library.
networkx	3.2.1	Python package for creating and manipulating graphs and networks
nlopt	2.7.1	Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk	3.8.1	Natural Language Toolkit
notebook	7.0.6	A web-based notebook environment for interactive computing
notebook_shim	0.2.3	A shim layer for notebook traits and config
ntlm_auth	1.5.0	Creates NTLM authentication structures
numba	0.58.1	compiling Python code using LLVM
numcodecs	0.10.0	A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools	0.9.40	Solves automatic numerical differentiation problems in one or more variables.
numexpr	2.8.7	Fast numerical expression evaluator for NumPy
numpy	1.26.1	NumPy is the fundamental package for array computing with Python.
numpydoc	1.3	Sphinx extension to support docstrings in Numpy format
openai	0.28.0	Python client library for the OpenAI API
opencv_python	4.8.1.78	Wrapper package for OpenCV python bindings.
openpyxl	3.1.2	A Python library to read/write Excel 2010 xlsx/xlsm files
opt_einsum	3.3.0	Optimizing numpys einsum function
orjson	3.7.3	Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp	0.6.2.post9	OSQP: The Operator Splitting QP Solver
outcome	1.3.0.post0	Capture the outcome of Python function calls.
packaging	22.0	Core utilities for Python packages
pandas	2.1.2	Powerful data structures for data analysis, time series, and statistics
pandocfilters	1.5.0	Utilities for writing pandoc filters in python
panel	1.3.1	A high level app and dashboarding solution for Python.
papermill	2.5.0	Parametrize and run Jupyter and nteract Notebooks
param	2.0.1	Declarative Python programming using Parameters.
paramiko	2.8.0	SSH2 protocol library
parso	0.8.3	A Python Parser
partd	1.4.0	Appendable key-value storage
pathspec	0.11.0	Utility library for gitignore style pattern matching of file paths.
pathy	0.10.2	pathlib.Path subclasses for local and cloud bucket storage
patsy	0.5.3	A Python package for describing statistical models and for building design matrices.
pdfrw	0.4.post2	PDF file reader/writer library
pep8	1.7.1	Python style guide checker
pexpect	4.8.0	Pexpect allows easy control of interactive console applications.
pg8000	1.23.0	PostgreSQL interface library
pickleshare	0.7.5	Tiny 'shelve'-like database with concurrency support
pillow	10.1.0	Python Imaging Library (Fork)
pims	0.6.1	Python Image Sequence
pint	0.19.2	Physical quantities module
pip	23.2.1	The PyPA recommended tool for installing Python packages.
pkginfo	1.9.6	Query metadatdata from sdists / bdists / installed packages.
platformdirs	3.8.1	A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly	5.18.0	An open-source, interactive graphing library for Python
plotnine	0.12.4	A grammar of graphics for python
plotpy	2.0.0	Plotpy is a library which results from merge of guidata and guiqwt.
pluggy	1.0.0	plugin and hook calling mechanisms for python
ply	3.11	Python Lex & Yacc
pmdarima	2.0.3	Python's forecast::auto.arima equivalent
polars	0.19.12	Blazingly fast DataFrame library
portalocker	2.7.0	Wraps the portalocker recipe for easy usage
portpicker	1.5.0	A library to choose unique available network ports.
ppci	0.5.9	A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
preshed	3.0.8	Cython hash table that trusts the keys are pre-hashed
prettytable	3.3.0	A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority	2.0.0	A pure-Python implementation of the HTTP/2 priority tree
proglog	0.1.10	Log and progress bar manager for console, notebooks, web...
prometheus_client	0.18.0	Python client for the Prometheus monitoring system.
prompt_toolkit	3.0.39	Library for building powerful interactive command lines in Python
protobuf	4.23.2	Protocol Buffers
psutil	5.9.5	Cross-platform lib for process and system monitoring in Python.
ptpython	3.0.23	Python REPL build on top of prompt_toolkit
ptyprocess	0.7.0	Run a subprocess in a pseudo terminal
pulp	2.6.0	PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
pure_eval	0.2.2	Safely evaluate AST nodes without side effects
py2vega	0.6.1	A Python to Vega-expression transpiler.
pyaml	20.4.0	PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow	13.0.0	Python library for Apache Arrow
pyaudio	0.2.11	Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3	0.9.7	Handlebars.js templating for Python 3 and 2
pybind11	2.11.1	Seamless operability between C++11 and Python
pycodestyle	2.11.1	Python style guide checker
pycosat	0.6.3	bindings to picosat (a SAT solver)
pycparser	2.21	C parser in Python
pycryptodomex	3.18.0	Cryptographic library for Python
pyct	0.4.8	python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic	2.4.2	Data validation and settings management using python 3.6 type hinting
pydantic_core	2.10.1
pydeck	0.8.0	Widget for deck.gl maps
pydocstyle	6.3.0	Python docstring style checker
pydub	0.25.1	Manipulate audio with an simple and easy high level interface
pyepsg	0.4.0	Easy access to the EPSG database via http epsg.io/
pyerfa	2.0.0.1	Python bindings for ERFA
pyflakes	3.1.0	passive checker of Python programs
pyflux	0.4.17	PyFlux: A time-series analysis library for Python
pygad	3.2.0	PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame	2.5.2	Python Game Development
pygments	2.15.1	Pygments is a syntax highlighting package written in Python.
pyjwt	2.4.0	JSON Web Token implementation in Python
pylint	2.15.4	python code static checker
pylint_venv	3.0.3	pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder	0.4.0	Spyder extensions for the python-language-server
pymc	5.5.0	Markov Chain Monte Carlo sampling toolkit.
pymeta3	0.5.1	Pattern-matching language based on OMeta for Python 3 and 2
pymongo	4.3.3	Python driver for MongoDB
pympler	1.0.1	A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl	1.5.0	Python binding to the Networking and Cryptography (NaCl) library
pynndescent	0.5.7	Nearest Neighbor Descent
pyodbc	5.0.1	DB API Module for ODBC
pyopengl	3.1.7	Standard OpenGL bindings for Python
pypandoc	1.5	Thin wrapper for pandoc.
pyparsing	3.0.9	Python parsing module
pypdf	3.15.2	A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
pyperclip	1.8.2	A cross-platform clipboard module for Python. (Only handles plain text for now.)
pypng	0.20220715.0	Pure Python library for saving and loading PNG images
pyproj	3.4.1	Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5	5.15.10	Python bindings for the Qt cross platform application toolkit
pyqt5_qt5	5.15.2	The subset of a Qt installation needed by PyQt5.
pyqt5_sip	12.13.0	The sip module support for PyQt5
pyqtgraph	0.13.3	Scientific Graphics and GUI Library for Python
pyqtwebengine	5.15.6	Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5	5.15.2	The subset of a Qt installation needed by PyQtWebEngine.
pyro_api	0.1.2	Generic API for dispatch to Pyro backends.
pyro_ppl	1.8.4	A Python library for probabilistic modeling and inference
pyserial	3.5	Python Serial Port Extension
pysocks	1.7.1	A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache	0.5.4	Mustache for Python
pytensor	2.12.3	Optimizing compiler for evaluating mathematical expressions on CPUs and GPUs.
pytest	7.4.2	pytest: simple powerful testing with Python
python_barcode	0.15.1	Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
python_dateutil	2.8.2	Extensions to the standard Python datetime module
python_dotenv	1.0.0	Add .env support to your django/flask apps in development and deployments
python_json_logger	2.0.7	A python library adding a json log formatter
python_lsp_black	1.3.0	Black plugin for the Python LSP Server
python_lsp_jsonrpc	1.1.1	JSON RPC 2.0 server library
python_lsp_server	1.9.0	Python Language Server for the Language Server Protocol
python_multipart	0.0.5	A streaming multipart parser for Python
python_slugify	6.1.2	A Python Slugify application that handles Unicode
python_snappy	0.6.1	Python library for the snappy compression library from Google
python_ulid	1.1.0	Universally Unique Lexicographically Sortable Identifier
pythonnet	3.0.1	.Net and Mono integration for Python
pythonqwt	0.11.1	Qt plotting widgets for Python
pytoolconfig	1.2.4	Python tool configuration
pytz	2023.3	World timezone definitions, modern and historical
pytz_deprecation_shim	0.1.0.post0	Shims to make deprecation of pytz easier
pyviz_comms	3.0.0	Bidirectional communication for the PyViz ecosystem.
pywin32	306	Python for Window Extensions
pywin32_ctypes	0.2.0	A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty	2.0.9	Python bindings for the winpty library
pywinusb	0.4.2	A package that simplifies USB/HID communications on windows
pyyaml	6.0	YAML parser and emitter for Python
pyzmq	25.1.1	Python bindings for 0MQ
pyzo	4.12.7	the Python IDE for scientific computing
qdarkstyle	3.2	The most complete dark stylesheet for Python and Qt applications
qdldl	0.1.7	QDLDL, a free LDL factorization routine.
qpsolvers	3.4.0	Quadratic programming solvers in Python with a unified API
qrcode	7.4.2	QR Code image generator
qstylizer	0.2.2	Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome	1.2.3	FontAwesome icons in PyQt and PySide applications
qtconsole	5.5.0	Jupyter Qt console
qtpy	2.4.1	Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quadprog	0.1.11	Quadratic Programming Solver
quantecon	0.5.3	QuantEcon is a package to support all forms of quantitative economic modelling.
quart	0.18.3	A Python ASGI web microframework with the same API as Flask
rapidfuzz	3.2.0	rapid fuzzy string matching
rasterio	1.3.9	Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer	35.0	readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis	4.3.1	Python client for Redis key-value store
referencing	0.30.2	JSON Referencing + Python
regex	2023.10.3	Alternative regular expression module, to replace re.
reportlab	4.0.4	The Reportlab Toolkit
requests	2.31.0	Python HTTP for Humans.
requests_ntlm	1.1.0	This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt	0.10.1	A utility belt for advanced users of python-requests
retrying	1.3.4	Retrying
rfc3339_validator	0.1.4	A pure python RFC3339 validator
rfc3986	2.0.0	Validating URI References per RFC 3986
rfc3986_validator	0.1.1	Pure python rfc3986 validator
rich	13.6.0	Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope	1.6.0	a python refactoring library...
rpds_py	0.10.6	Python bindings to Rust's persistent data structures (rpds)
rtree	1.0.0	R-Tree spatial index for Python GIS
rx	3.1.1	Reactive Extensions (Rx) for Python
safetensors	0.3.3	Fast and Safe Tensor serialization
scikit_image	0.22.0	Image processing routines for SciPy
scikit_learn	1.3.2	A set of python modules for machine learning and data mining
scikit_optimize	0.9.0	Sequential model-based optimization toolbox.
scipy	1.11.3	SciPy: Scientific Library for Python
scramp	1.4.1	An implementation of the SCRAM protocol.
scs	3.2.3	scs: splitting conic solver
seaborn	0.13.0	seaborn: statistical data visualization
send2trash	1.8.0	Send file to trash natively under Mac OS X, Windows and Linux.
setuptools	68.2.2	Easily download, build, install, upgrade, and uninstall Python packages
shapely	2.0.1	Geometric objects, predicates, and operations
shellingham	1.5.0.post1	Tool to Detect Surrounding Shell
simplegeneric	0.8.1	Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson	3.17.6	Simple, fast, extensible JSON encoder/decoder for Python
simpy	4.0.1	Event discrete, process based simulation for Python.
six	1.16.0	Python 2 and 3 compatibility utilities
slicerator	1.1.0	A lazy-loading, fancy-sliceable iterable.
smart_open	5.2.1	Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)
smmap	5.0.0	A pure Python implementation of a sliding window memory map manager
snakeviz	2.1.0	A web-based viewer for Python profiler output
sniffio	1.3.0	Sniff out which async library your code is running under
snowballstemmer	2.2.0	This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs	1.4.7	Snuggs are s-expressions for Numpy
sortedcontainers	2.4.0	Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice	0.4.6	Play and Record Sound with Python
soupsieve	2.3.2.post1	A modern CSS selector implementation for Beautiful Soup.
spacy	3.6.1	Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy	3.0.12	Legacy registered functions for spaCy backwards compatibility
spacy_loggers	1.0.3	Logging utilities for SpaCy
sphinx	6.1.3	Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme	1.3.0	Read the Docs theme for Sphinx
sphinxcontrib_applehelp	1.0.2	sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp	1.0.2	sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp	2.0.0	sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jquery	4.1	Extension to include jQuery on newer Sphinx releases
sphinxcontrib_jsmath	1.0.1	A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp	1.0.3	sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml	1.1.5	sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder	5.5.0	The Scientific Python Development Environment
spyder_kernels	2.5.0	Jupyter kernels for Spyder's console
sqlalchemy	2.0.22	Database Abstraction Library
sqlite_bro	0.12.2	a graphic SQLite Client in 1 Python file
sqlite_fts4	1.0.3	Python functions for working with SQLite FTS4 search
sqlite_migrate	0.1a2	A simple database migration system for SQLite, based on sqlite-utils
sqlite_utils	3.35.2	CLI tool and Python utility functions for manipulating SQLite databases
sqlparse	0.4.3	Non-validating SQL parser
srsly	2.4.5	Modern high-performance serialization utilities for Python
sspyrs	0.3	Lightweight interface for SSRS reports to python
stack_data	0.6.1	Extract data from python stack frames and tracebacks for informative displays
starlette	0.27.0	The little ASGI library that shines.
statsmodels	0.14.0	Statistical computations and models for Python
streamlit	1.27.2	The fastest way to build data apps in Python
streamz	0.6.3	Streams
supersmoother	0.4	Python implementation of Friedman's Supersmoother
swifter	1.3.4	A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy	1.12	Computer algebra system (CAS) in Python
tables	3.7.0	Hierarchical datasets for Python
tabulate	0.9.0	Pretty-print tabular data
tbats	1.1.0	BATS and TBATS for time series forecasting
tblib	1.7.0	Traceback serialization library.
tenacity	8.1.0	Retry code until it succeeds
terminado	0.17.0	Terminals served to xterm.js using Tornado websockets
text_unidecode	1.3	The most basic Text::Unidecode port
textdistance	4.5.0	Compute distance between the two texts.
thinc	8.1.12	Practical Machine Learning for NLP
threadpoolctl	3.1.0	threadpoolctl
three_merge	0.1.1	Simple library for merging two strings with respect to a base one
tifffile	2023.7.18	Read and write TIFF(r) files
tinycss2	1.1.1	tinycss2
tokenizers	0.13.3	Fast and Customizable Tokenizers
toml	0.10.2	Python Library for Tom's Obvious, Minimal Language
tomli	2.0.1	A lil' TOML parser
tomli_w	1.0.0	A lil' TOML writer
tomlkit	0.11.6	Style preserving TOML library
toolz	0.12.0	List processing tools and functional utilities
torch	2.1.0	Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio	2.1.0	An audio package for PyTorch
torchvision	0.16.0	image and video datasets and models for torch deep learning
tornado	6.3.1	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm	4.65.0	Fast, Extensible Progress Meter
traitlets	5.13.0	Traitlets Python config system
traittypes	0.2.1	Scipy trait types
transformers	4.33.2	State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow
trio	0.23.1	A friendly Python library for async concurrency and I/O
trio_asyncio	0.12.0	A re-implementation of the asyncio mainloop on top of Trio
trove_classifiers	2023.2.20	Canonical source for classifiers on PyPI (pypi.org).
twine	4.0.1	Collection of utilities for publishing packages on PyPI
typeguard	2.13.3	Run-time type checker for Python
typer	0.9.0	Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions	4.7.1	Backported and Experimental Type Hints for Python 3.5+
typing_inspect	0.8.0	Runtime inspection utilities for typing module.
tzdata	2022.7	Provider of IANA time zone data
tzlocal	4.2	tzinfo object for the local timezone
uc_micro_py	1.0.1	Micro subset of unicode data files for linkify-it-py projects.
ujson	5.3.0	Ultra fast JSON encoder and decoder for Python
umap_learn	0.5.1	Uniform Manifold Approximation and Projection
uncertainties	3.1.7	Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
uri_template	1.2.0	RFC 6570 URI Template Processor
urllib3	2.0.3	HTTP library with thread-safe connection pooling, file post, and more.
userpath	1.8.0	Cross-platform tool for adding locations to the user PATH
uvicorn	0.22.0	The lightning-fast ASGI server.
validators	0.18.2	Python Data Validation for Humans™.
vega_datasets	0.9.0	A Python package for offline access to Vega datasets
virtualenv	20.23.0	Virtual Python Environment builder
waitress	2.1.2	Waitress WSGI server
wasabi	0.10.1	A lightweight console printing and formatting toolkit
wasmer	1.1.0	Python extension to run WebAssembly binaries
wasmer_compiler_cranelift	1.1.0	The Cranelift compiler for the `wasmer` package (to compile WebAssembly module)
wasmer_compiler_singlepass	1.1.0	Python extension to run WebAssembly binaries
watchdog	2.2.0	Filesystem events monitoring
wcwidth	0.2.9	Measures number of Terminal column cells of wide-character codes
webcolors	1.12	A library for working with color names and color values formats defined by HTML and CSS.
webencodings	0.5.1	Character encoding aliases for legacy web content
websocket_client	1.6.1	WebSocket client for Python. hybi13 is supported.
websockets	10.3	An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug	3.0.1	The comprehensive WSGI web application library.
whatthepatch	1.0.2	A patch parsing and application library.
wheel	0.40.0	A built-package format for Python
widgetsnbextension	4.0.9	IPython HTML widgets for Jupyter
winpython	7.0.20231103	WinPython distribution tools, including WPPM
wordcloud	1.9.2	A little word cloud generator
wrapt	1.14.1	Module for decorators, wrappers and monkey patching.
wsproto	1.2.0	WebSockets state-machine based protocol implementation
xarray	2023.10.1	N-D labeled arrays and datasets in Python
xarray_einstats	0.5.1	Stats, linear algebra and einops for xarray
xlsxwriter	3.1.2	A Python module for creating Excel XLSX files.
xlwings	0.24.7	Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict	0.13.0	Makes working with XML feel like you are working with JSON
xyzservices	2023.10.1	Source of XYZ tiles providers
yapf	0.40.1	A formatter for Python code.
yarl	1.7.2	Yet another URL library
yt_dlp	2023.7.6	A youtube-dl fork with additional features and patches
zarr	2.16.1	An implementation of chunked, compressed, N-dimensional arrays for Python.
zict	3.0.0	Mutable mapping tools
zipp	3.9.0	Backport of pathlib-compatible object wrapper for zip files
zstandard	0.22.0	Zstandard bindings for Python

WinPython 3.11.6.0dot

The following packages are included in WinPython-64bit v3.11.6.0dot b3.

Tools

Name	Version	Description

Python packages

Name	Version	Description
Python	3.11.6	Python programming language with standard library
msvc_runtime	14.36.32532	Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
pip	23.2.1	The PyPA recommended tool for installing Python packages.
setuptools	68.2.2	Easily download, build, install, upgrade, and uninstall Python packages
sqlite_bro	0.12.2	a graphic SQLite Client in 1 Python file
wheel	0.40.0	A built-package format for Python
winpython	7.0.20231103	WinPython distribution tools, including WPPM

RoyiAvital · 2023-11-10T20:27:33Z

Could Pandoc be updated?

stonebig · 2023-11-11T17:10:15Z

There is a new Gohlke release of numpy-1.26.1+mkl, etc. Any chance of a mkl version of WinPython 3.12?

https://github.com/cgohlke/numpy-mkl-wheels/releases/tag/v2023.11.5

a complete WinPython-3.12 set seems unlikely before 2024-01 cycle

also as of nov 6th

... adding 7 merges per week would lead python-3.13 being nogil full between a3 and a4

progress bar is apparently there python/cpython#108219

appetizer is there: it ran very fast

stonebig · 2023-11-15T19:28:53Z

Another appetizer: the included JIT compiler in python-3.13 will bring a big boost:

it's the Brandt Butcher "justin" build in faster-cpython https://github.com/faster-cpython/benchmarking-public
current alpha state is 0% uplift on pyperf
https://twitter.com/gvanrossum/status/1724855342239216120?t=b1mF9lYeI994zav_eBGJJw&s=19

stonebig · 2023-11-18T07:43:35Z

pypy team is not happy about the changes around GIL/no-GIL since cPython-3.9 https://libera.irclog.whitequark.org/pypy/2023-11-17, pointing to this article: https://stefan-marr.de/2023/11/python-global-interpreter-lock/

stonebig · 2023-11-19T20:58:21Z

WinPython 2023-04 b4 (2023-11-19)

Changes from WinPython 2023-04 b3:

Infrastructure:
New Packages:
Upgraded Packages:
- numpy-1.26.2, pandas-2.1.3, polars-0.19.14
- torch-2.1.1, jupyterlab-4.0.9
Removed Packages:

Areas of particular interest for testers:

pandas-2.1.3
polars-0.19.14

next build:

rc

binaries at:

MD5	SHA-1	SHA-256	Binary	Size	blake2b-256
4dcf988622c81ae32aa51875bb316787	77edc95ee2dd4254047d204c3cdb691ec29368c3	8a232a26b4ab7c6bc69d6f215ff64baa1125dab312aff885a82384f27667bb09	Winpython64-3.11.6.0dotb4.exe	25 126 383 Bytes	815c7bd3d61b4ec470174b31387cb6849b48795cfde3d84a7bafbf20e669534b
d3b2b82ab64ed3aef9cd9495f4279db1	19d9e1b7d004638a260dd7572895b07f9034e2ab	b6f1bb914cc508e1bb497ef53189a48180e56a6696da888902f50c057147ceb5	Winpython64-3.11.6.0b4.exe	825 329 403 Bytes	0ead0a27f2de3960a6e607fbde84f6906520cb42b1fa2e7e12dff452d16a57b5
ee071fea9e48100ef4feecbc42e42d96	ebac6e73f3f91f03063f120a20c1706b45d8f20f	80591948a92283cb61c9e81b3155578e55538517d0326addbb2198149d057b28	Winpython64-3.12.0.1dotb4.exe	24 118 201 Bytes	c0d7bb2c2520acb3add9331b45542ece98b22289ff27b8d5fd7df7e42b14f5ab

stonebig · 2023-11-25T09:48:35Z

Discussions about python long term programming with free-threading : https://discuss.python.org/t/what-is-the-long-term-vision-for-a-parallel-python-programming-model/39190

The existance of more advanced alternative implementations (pypy, mojo, graal, cinder, ...) in the community, should ease finding a good path forward

Tom Baloney now provides a mean to debug sub-interpreters.

Current guess:

sub-interpreters may be user-beta quality in a3, thanks to Tom providing test tools means and debug
copy and patch JIT is the good surprise for 3.13, not sure when it will land ... a4 ?
free-threads goal is to have:
- the major components integrated by the first beta (may 6th.... pycon US is may 15th)
- and in a good state with the first release candidate

Widespread use:

3.13: the JIT (immediate benefit)
3.14: the multi-interpreter (matured in the langage and in the libraries)
3.15: free-threads (matured with the JIT and the libraries)

The 4 horsemen of interest:

Tony Baloney(@anthonypjshaw: bleeding edges testings
Eric Snow(@ericsnowcrntly: multi-interpreters
[Sam Gross](@ericsnowcrntly: free-threads
Brand Butcher: JIT compiler

The winner of the Python-3.13 logo, if it's not defined, should be Tony:

Looking on current Chris Lattner’s mojo speed dashboard:

50% faster than Pytorch-2.0.0 in general,
some 400% speed-up on graviton cpus
use the principle of ownership+borrow checker (the rust way ?)
...already good for businesses and the planet, should gives insights for cPython

These AI Generated images could become a calendar

stonebig · 2023-11-26T13:46:57Z

WinPython 2023-04 rc (2023-11-30)

Changes from WinPython 2023-04 b4:

Infrastructure:
- WinPython-64bit-3.12.0.1 published as b5 only as far from mature
New Packages:
- anywidget-0.7.1
- Keras-3.0.0
Upgraded Packages:
- nbdime-4.0.1
- panel-1.3.4, polars-0.19.18
- ipyleaflet-0.18.0, ipython-8.18.1, prompt_toolkit-3.0.41, tornado-6.4
Removed Packages:
Differences by version:
- WinPython-64bit-3.12.0.1b5 misses 20% of packages: Pytorch, Numba , ... (Numba and multidict have harder than expected issues with python-3.12)

Areas of particular interest for testers:

no major issues in Winpython64-3.11.6.0rc

binaries at:

MD5	SHA-1	SHA-256	Binary	Size	blake2b-256
caee336c14ba1f26fcd4c927cead6324	bf8dd90cb0ce5eed6c673becf2b1175a0775f08f	f9a0d61aa67bc227cc52980de59a412fefa1a046fb77eceb8a968c395461ddeb	Winpython64-3.11.6.0dotrc.exe	25 119 557 Bytes	d755b391350b37da3d03b19f824f1943cea94d9942f58f2188c3b40d6f473a1a
a3806b2346de8795572c36c0dd5d57c7	c03a02245b93ac2925ff64ee83ea85e6910ee923	eb7faa7ccdbfa4ef0f4e3eb575272ce13d997bdbc57758672ebbe80a7f1845dc	Winpython64-3.11.6.0rc.exe	826 835 174 Bytes	72a8c156b77f94477155c8c6c83149ddd6c553e3def82f0ab50e91e614012e09

MD5	SHA-1	SHA-256	Binary	Size	blake2b-256
a41642f31097e07f07181eee31737f0b	bc533b5d8d74a91de86ae19a83f70f4c7817fb66	2afffd563b0fc5c7a49b3a3d3500a9a624e4e03fe8b616cae808027916babcb3	Winpython64-3.12.0.1dotb5.exe	24 095 700 Bytes	42e9d9801bc26454f60ef530278ac02f08d90911c990991e13f91da08462fec5
73c01e518a3da0d338fb14be0c67c52c	7dfbee2cb84686fb88e75a8d453fc41b60d222cb	2d55dc7bed91858629bafeba5d5e703b51f45c46dc12044dea7f9f709269fdce	Winpython64-3.12.0.1b5.exe	571 171 632 Bytes	f8aaa787d763e4e350b618cbd19401c49c5197d18b6b1348669df5b41ca10aff

WinPython 3.11.6.0

The following packages are included in WinPython-64bit v3.11.6.0 .

Tools

Name	Version	Description
Nodejs	v20.9.0	a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs	10.1.0	a package manager for JavaScript
Pandoc	3.1.9	a universal document converter

Python packages

Name	Version	Description
Python	3.11.6	Python programming language with standard library
absl_py	2.0.0	Abseil Python Common Libraries, see github.com/abseil/abseil-py.
accelerate	0.23.0	Accelerate
adodbapi	2.6.1.3	A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine	2.3.1	Matrices describing affine transformation of the plane.
aiofiles	23.2.1	File support for asyncio.
aiohttp	3.8.6	Async http client/server framework (asyncio)
aiosignal	1.3.1	aiosignal: a list of registered asynchronous callbacks
aiosqlite	0.19.0	asyncio bridge to the standard sqlite3 module
alabaster	0.7.12	A configurable sidebar-enabled Sphinx theme
alembic	1.12.1	A database migration tool for SQLAlchemy.
algopy	0.5.7	ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
altair	5.1.2	Altair: A declarative statistical visualization library for Python.
altair_data_server	0.4.1	A background data server for Altair charts.
altair_transform	0.2.0	A python engine for evaluating Altair transforms.
aniso8601	9.0.1	A library for parsing ISO 8601 strings.
annotated_types	0.5.0	Reusable constraint types to use with typing.Annotated
ansi2html	1.8.0	Convert text with ANSI color codes to HTML or to LaTeX
anyio	3.7.1	High level compatibility layer for multiple asynchronous event loop implementations
anywidget	0.7.1	custom jupyter widgets made easy
appdirs	1.4.4	A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi	23.1.0	The secure Argon2 password hashing algorithm.
argon2_cffi_bindings	21.2.0	Low-level CFFI bindings for Argon2
array_api_compat	1.4	A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow	1.2.2	Better dates & times for Python
arviz	0.15.1	Exploratory analysis of Bayesian models
asciitree	0.3.3	Draws ASCII trees.
asgi_csrf	0.9	ASGI middleware for protecting against CSRF attacks
asgiref	3.7.2	ASGI specs, helper code, and adapters
asn1crypto	1.5.1	Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval	0.9.27	Safe, minimalistic evaluator of python expression using ast module
astroid	3.0.1	An abstract syntax tree for Python with inference support.
astropy	5.3.4	Community-developed python astronomy tools
asttokens	2.4.1	Annotate AST trees with source code positions
async_lru	2.0.4	Simple LRU cache for asyncio
async_timeout	4.0.3	Timeout context manager for asyncio programs
atomicwrites	1.4.0	Atomic file writes.
attrs	23.1.0	Classes Without Boilerplate
autopep8	2.0.4	A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core	1.29.5	Microsoft Azure Core Library for Python
azure_cosmos	4.5.1	Microsoft Azure Cosmos Client Library for Python
azure_identity	1.15.0	Microsoft Azure Identity Library for Python
babel	2.13.1	Internationalization utilities
baresql	0.8.0	playing SQL directly on Python datas
bcrypt	4.0.1	Modern password hashing for your software and your servers
beautifulsoup4	4.12.2	Screen-scraping library
binaryornot	0.4.4	Ultra-lightweight pure Python package to check if a file is binary or text.
black	23.11.0	The uncompromising code formatter.
bleach	6.0.0	An easy safelist-based HTML-sanitizing tool.
blinker	1.7.0	Fast, simple object-to-object and broadcast signaling
blis	0.7.10	The Blis BLAS-like linear algebra library, as a self-contained C-extension.
blosc	1.10.6	Blosc data compressor
bokeh	3.3.0	Interactive plots and applications in the browser from Python
botorch	0.9.2	Bayesian Optimization in PyTorch
bottleneck	1.3.7	Fast NumPy array functions written in C
bqplot	0.12.42	Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca	0.6.0	Generate complex HTML+JS pages with Python
brewer2mpl	1.4.1	Connect colorbrewer2.org color maps to Python and matplotlib
brotli	1.1.0	Python bindings for the Brotli compression library
cachelib	0.10.2	A collection of cache libraries in the same API interface.
cachetools	5.3.1	Extensible memoizing collections and decorators
catalogue	2.0.10	Super lightweight function registries for your library
certifi	2023.7.22	Python package for providing Mozilla's CA Bundle.
cffi	1.16.0	Foreign Function Interface for Python calling C code.
cftime	1.6.2	Time-handling functionality from netcdf4-python
chardet	5.2.0	Universal encoding detector for Python 2 and 3
charset_normalizer	3.2.0	The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click	8.1.7	Composable command line interface toolkit
click_default_group	1.2.4	Extends click.Group to invoke a command without explicit subcommand name
click_plugins	1.1.1	An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj	0.7.2	Click params for commmand line interfaces to GeoJSON
cloudpickle	3.0.0	Extended pickling support for Python objects
clr_loader	0.2.6	Generic pure Python loader for .NET runtimes
clrmagic	0.0.1a2	IPython cell magic to use .NET languages
colorama	0.4.6	Cross-platform colored terminal text.
colorcet	3.0.1	Collection of perceptually uniform colormaps
comm	0.1.4	Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
confection	0.1.3	The sweetest config system for Python
cons	0.4.5	An implementation of Lisp/Scheme-like cons in Python.
contourpy	1.1.1	Python library for calculating contours of 2D quadrilateral grids
cookiecutter	2.3.0	A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage	7.3.2	Code coverage measurement for Python
cramjam	2.7.0	Thin Python bindings to de/compression algorithms in Rust
cryptography	41.0.5	cryptography is a package which provides cryptographic recipes and primitives to Python developers.
cvxopt	1.3.2	Convex optimization package
cvxpy	1.3.2	A domain-specific language for modeling convex optimization problems in Python.
cycler	0.12.1	Composable style cycles
cymem	2.0.7	Manage calls to calloc/free through Cython
cython	3.0.5	The Cython compiler for writing C extensions for the Python language.
cytoolz	0.12.1	Cython implementation of Toolz: High performance functional utilities
daqp	0.5.1	DAQP: A dual active-set QP solver
dash	2.14.1	A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components	2.0.0	Core component suite for Dash
dash_html_components	2.0.0	Vanilla HTML components for Dash
dash_table	5.0.0	Dash table
dask	2023.10.1	Parallel PyData with Task Scheduling
dask_glm	0.2.0	Generalized Linear Models with Dask
dask_image	2023.8.1	Distributed image processing
dask_ml	2023.3.24	A library for distributed and parallel machine learning
dataclasses_json	0.5.7	Easily serialize dataclasses to and from JSON
datasette	0.64.5	A tool for exploring and publishing data
datasette_graphql	2.2	Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader	0.16.0	Data visualization toolchain based on aggregating into a grid
db.py	0.5.4b1	a db package that doesn't suck
deap	1.3.1	Distributed Evolutionary Algorithms in Python
debugpy	1.8.0	An implementation of the Debug Adapter Protocol for Python
decorator	4.4.2	Decorators for Humans
defusedxml	0.7.1	XML bomb protection for Python stdlib modules
deprecated	1.2.13	Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation	2.1.0	A library to handle automated deprecations
diff_match_patch	20200713	Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill	0.3.7	serialize all of python
dirty_cat	0.4.1	Machine learning with dirty categories.
distlib	0.3.6	Distribution utilities
distributed	2023.10.1	Distributed scheduler for Dask
django	4.2.5	A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dm_tree	0.1.8	Tree is a library for working with nested data structures.
dnspython	2.4.2	DNS toolkit
docopt	0.6.2	Pythonic argument parser, that will make you smile
docstring_to_markdown	0.13	On the fly conversion of Python docstrings to markdown
docutils	0.18.1	Docutils -- Python Documentation Utilities
duckdb	0.9.2	DuckDB embedded database
ecos	2.0.12	This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
editables	0.3	Editable installations
emcee	3.1.4	The Python ensemble sampling toolkit for MCMC
entrypoints	0.4	Discover and load entry points from installed packages.
et_xmlfile	1.1.0	An implementation of lxml.xmlfile for the standard library
etuples	0.3.8	Python S-expression emulation using tuple-like objects.
executing	2.0.1	Get the currently executing AST node of a frame, and other information
fast_histogram	0.12	Fast simple 1D and 2D histograms
fastai	2.7.13	fastai makes deep learning with PyTorch faster, more accurate, and easier
fastapi	0.103.2	FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore	1.5.29	Python supercharged for fastai development
fastdownload	0.0.7	A general purpose data downloading library.
fasteners	0.18	A python package that provides useful locks.
fastjsonschema	2.18.0	Fastest Python implementation of JSON schema
fastparquet	2023.8.0	Python support for Parquet file format
fastprogress	1.0.3	A nested progress with plotting options for fastai
feather_format	0.4.1	Simple wrapper library to the Apache Arrow-based Feather File Format
filelock	3.12.4	A platform independent file lock.
filterpy	1.4.5	Kalman filtering and optimal estimation library
fiona	1.9.4.post1	Fiona reads and writes spatial data files
flake8	6.1.0	the modular source code checker: pep8, pyflakes and co
flask	2.3.3	A simple framework for building complex web applications.
flask_mail	0.9.1	Flask extension for sending email
flask_session	0.5.0	Adds server-side session support to your Flask application
flask_sqlalchemy	3.0.5	Adds SQLAlchemy support to your Flask application.
flit	3.9.0	A simple packaging tool for simple packages.
flit_core	3.9.0	Distribution-building parts of Flit. See flit package for more information
folium	0.14.0	Make beautiful maps with Leaflet.js & Python
fonttools	4.44.0	Tools to manipulate font files
formlayout	1.2.1a1	The most easy way to create Qt form dialogs and widgets with Python
fqdn	1.5.1	Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
frozenlist	1.4.0	A list-like structure which implements collections.abc.MutableSequence
fsspec	2023.9.2	File-system specification
future	0.18.2	Clean single-source support for Python 3 and 2
fuzzywuzzy	0.18.0	Fuzzy string matching in python
gast	0.4.0	Python AST that abstracts the underlying Python version
gdal	3.7.3	GDAL: Geospatial Data Abstraction Library
geographiclib	2.0	The geodesic routines from GeographicLib
geopandas	0.14.0	Geographic pandas extensions
geopy	2.4.0	Python Geocoding Toolbox
gitdb	4.0.10	Git Object Database
gitpython	3.1.32	Python Git Library
gmpy2	2.1.5	GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x
gpt4all	1.0.8	Python bindings for GPT4All
gpytorch	1.11	An implementation of Gaussian Processes in Pytorch
graphene	3.3	GraphQL Framework for Python
graphql_core	3.2.3	GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay	3.2.0	Relay library for graphql-core-next
greenlet	3.0.1	Lightweight in-process concurrent programming
guidata	3.1.1	Automatic graphical user interfaces generation for easy dataset editing and display
h11	0.14.0	A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2	4.1.0	HTTP/2 State-Machine based protocol implementation
h5netcdf	1.2.0	netCDF4 via h5py
h5py	3.10.0	Read and write HDF5 files from Python
hatch	1.7.0	Modern, extensible Python project management
hatchling	1.18.0	Modern, extensible Python build backend
holoviews	1.18.1	Stop plotting your data - annotate your data and let it visualize itself.
hpack	4.0.0	Pure-Python HPACK header compression
html5lib	1.1	HTML parser based on the WHATWG HTML specification
httpcore	0.18.0	A minimal low-level HTTP client.
httpie	3.2.2	HTTPie - a CLI, cURL-like tool for humans.
httpx	0.25.0	The next generation HTTP client.
huggingface_hub	0.18.0	Client library to download and publish models, datasets and other repos on the huggingface.co hub
hupper	1.12	Integrated process monitor for developing and reloading daemons.
hvplot	0.9.0	A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn	0.14.4	A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe	6.0.1	HTTP/2 framing layer for Python
hyperlink	21.0.0	A featureful, immutable, and correct URL for Python.
hypothesis	6.87.1	A library for property-based testing
idlex	1.22	IDLE Extensions for Python
idna	3.4	Internationalized Domain Names in Applications (IDNA)
imageio	2.31.1	Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg	0.4.8	FFMPEG wrapper for Python
imagesize	1.4.1	Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn	0.11.0	Toolbox for imbalanced dataset in machine learning.
importlib_metadata	6.8.0	Read metadata from Python packages
inflection	0.5.1	A port of Ruby on Rails inflector to Python
iniconfig	2.0.0	iniconfig: brain-dead simple config-ini parsing
intervaltree	3.0.2	Editable interval tree data structure for Python 2 and 3
ipycanvas	0.13.1	Interactive widgets library exposing the browser's Canvas API
ipydatagrid	1.2.0	Fast Datagrid widget for the Jupyter Notebook and JupyterLab
ipykernel	6.26.0	IPython Kernel for Jupyter
ipyleaflet	0.18.0	A Jupyter widget for dynamic Leaflet maps
ipympl	0.9.3	Matplotlib Jupyter Extension
ipython	8.18.1	IPython: Productive Interactive Computing
ipython_genutils	0.2.0	Vestigial utilities from IPython
ipython_sql	0.5.0	RDBMS access via IPython
ipywidgets	8.1.1	IPython HTML widgets for Jupyter
isoduration	20.11.0	Operations with ISO 8601 durations
isort	5.12.0	A Python utility / library to sort Python imports.
itsdangerous	2.1.2	Various helpers to pass data to untrusted environments and back.
janus	1.0.0	Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jaraco.classes	3.3.0	Utility functions for Python class constructs
jaxtyping	0.2.22	Type annotations and runtime checking for shape and dtype of JAX arrays, and PyTrees.
jedi	0.19.1	An autocompletion tool for Python that can be used for text editors.
jellyfish	0.11.2	a library for doing approximate and phonetic matching of strings.
jinja2	3.1.2	A small but fast and easy to use stand-alone template engine written in pure python.
joblib	1.3.2	Lightweight pipelining: using Python functions as pipeline jobs.
json5	0.9.14	A Python implementation of the JSON5 data format.
jsonpointer	2.4	Identify specific nodes in a JSON document (RFC 6901)
jsonschema	4.19.2	An implementation of JSON Schema validation for Python
jsonschema_specifications	2023.7.1	The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia	0.6.1	Julia/Python bridge with IPython support.
jupyter	1.0.0	Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh	3.0.7	A Jupyter extension for rendering Bokeh content.
jupyter_client	8.6.0	Jupyter protocol implementation and client libraries
jupyter_console	6.6.3	Jupyter terminal console
jupyter_core	5.5.0	Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events	0.9.0	Jupyter Event System library
jupyter_lsp	2.2.0	Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging	0.12.3	Jupyter Packaging Utilities
jupyter_server	2.5.0	The Jupyter Server
jupyter_server_mathjax	0.2.6	MathJax resources as a Jupyter Server Extension.
jupyter_server_terminals	0.4.4	A Jupyter Server Extension Providing Terminals.
jupyter_sphinx	0.4.0	Jupyter Sphinx Extensions
jupyterlab	4.0.9	The JupyterLab notebook server extension.
jupyterlab_pygments	0.2.2	Pygments theme
jupyterlab_server	2.25.2	JupyterLab Server
jupyterlab_widgets	3.0.9	JupyterLab extension providing HTML widgets
keras	3.0.0	Deep Learning for humans
keyring	24.2.0	Store and access your passwords safely.
kiwisolver	1.4.5	A fast implementation of the Cassowary constraint solver
langchain	0.0.292	Building applications with LLMs through composability
langcodes	3.3.0	Tools for labeling human languages with IETF language tags
langsmith	0.0.67	Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.
lazy_loader	0.3	lazy_loader
linear_operator	0.5.1	A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices).
linkify_it_py	2.0.2	Links recognition library with FULL unicode support.
llm	0.12	A CLI utility and Python library for interacting with Large Language Models, including OpenAI, PaLM and local models installed on your own machine.
llm_gpt4all	0.1.1	Plugin for LLM adding support for GPT4ALL models
llm_llama_cpp	0.1a0	LLM plugin for running models using llama.cpp
llm_markov	0.1	Plugin for LLM adding a Markov chain generating model
llm_python	0.1	Run a Python interpreter in the LLM virtual environment
llvmlite	0.41.1	lightweight wrapper around basic LLVM functionality
lmfit	1.0.3	Least-Squares Minimization with Bounds and Constraints
locket	1.0.0	File-based locks for Python for Linux and Windows
logical_unification	0.4.5	Logical unification in Python
loky	3.4.0	A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml	4.9.3	Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4	4.3.2	LZ4 Bindings for Python
mako	1.2.0	A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown	3.5.1	Python implementation of Markdown.
markdown_it_py	2.2.0	Python port of markdown-it. Markdown parsing, done right!
markupsafe	2.1.1	Safely add untrusted strings to HTML/XML markup.
marshmallow	3.12.1	A lightweight library for converting complex datatypes to and from native Python datatypes.
marshmallow_enum	1.5.1	Enum field for Marshmallow
matplotlib	3.8.2	Python plotting package
matplotlib_inline	0.1.6	Inline Matplotlib backend for Jupyter
maturin	1.3.1	Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe	0.7.0	McCabe checker, plugin for flake8
mdit_py_plugins	0.3.5	Collection of plugins for markdown-it-py
mdurl	0.1.2	Markdown URL utilities
mercantile	1.2.1	Web mercator XYZ tile utilities
mergedeep	1.3.4	A deep merge function for 🐍.
minikanren	1.0.3	Relational programming in Python
missingno	0.5.1	Missing data visualization module for Python.
mistune	2.0.5	The fastest markdown parser in pure Python
mizani	0.9.2	Scales for Python
mlxtend	0.22.0	Machine Learning Library Extensions
more_itertools	9.0.0	More routines for operating on iterables, beyond itertools
moviepy	1.0.3	Video editing with Python
mpl_scatter_density	0.7	Matplotlib helpers to make density scatter plots
mpld3	0.5.8	D3 Viewer for Matplotlib
mpmath	1.3.0	Python library for arbitrary-precision floating-point arithmetic
msal	1.24.1	The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect.
msal_extensions	1.0.0	Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS and Linux. Concurrent data access will be coordinated by a file lock mechanism.
msgpack	1.0.4	MessagePack (de)serializer.
msvc_runtime	14.36.32532	Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict	6.0.2	multidict implementation
multipledispatch	0.6.0	Multiple dispatch
murmurhash	1.0.9	Cython bindings for MurmurHash
mutagen	1.46.0	read and write audio tags for many formats
mypy	1.5.1	Optional static typing for Python
mypy_extensions	1.0.0	Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python	8.0.21	MySQL driver written in Python
namex	0.0.7	A simple utility to separate the implementation of your Python package and its public API surface.
nbclient	0.8.0	A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert	7.10.0	Converting Jupyter Notebooks
nbdime	4.0.1	Diff and merge of Jupyter Notebooks
nbformat	5.7.0	The Jupyter Notebook format
nbval	0.9.6	A py.test plugin to validate Jupyter notebooks
nest_asyncio	1.5.6	Patch asyncio to allow nested event loops
netcdf4	1.6.0	Provides an object-oriented python interface to the netCDF version 4 library.
networkx	3.2.1	Python package for creating and manipulating graphs and networks
nlopt	2.7.1	Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk	3.8.1	Natural Language Toolkit
notebook	7.0.6	A web-based notebook environment for interactive computing
notebook_shim	0.2.3	A shim layer for notebook traits and config
ntlm_auth	1.5.0	Creates NTLM authentication structures
numba	0.58.1	compiling Python code using LLVM
numcodecs	0.10.0	A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numdifftools	0.9.40	Solves automatic numerical differentiation problems in one or more variables.
numexpr	2.8.7	Fast numerical expression evaluator for NumPy
numpy	1.26.2	NumPy is the fundamental package for array computing with Python.
numpydoc	1.3	Sphinx extension to support docstrings in Numpy format
openai	0.28.1	Python client library for the OpenAI API
opencv_python	4.8.1.78	Wrapper package for OpenCV python bindings.
openpyxl	3.1.2	A Python library to read/write Excel 2010 xlsx/xlsm files
opt_einsum	3.3.0	Optimizing numpys einsum function
orjson	3.7.3	Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp	0.6.2.post9	OSQP: The Operator Splitting QP Solver
outcome	1.3.0.post0	Capture the outcome of Python function calls.
packaging	22.0	Core utilities for Python packages
pandas	2.1.3	Powerful data structures for data analysis, time series, and statistics
pandocfilters	1.5.0	Utilities for writing pandoc filters in python
panel	1.3.4	A high level app and dashboarding solution for Python.
papermill	2.5.0	Parametrize and run Jupyter and nteract Notebooks
param	2.0.1	Declarative Python programming using Parameters.
paramiko	2.8.0	SSH2 protocol library
parso	0.8.3	A Python Parser
partd	1.4.0	Appendable key-value storage
pathspec	0.11.0	Utility library for gitignore style pattern matching of file paths.
pathy	0.10.2	pathlib.Path subclasses for local and cloud bucket storage
patsy	0.5.3	A Python package for describing statistical models and for building design matrices.
pdfrw	0.4.post2	PDF file reader/writer library
pep8	1.7.1	Python style guide checker
pexpect	4.8.0	Pexpect allows easy control of interactive console applications.
pg8000	1.23.0	PostgreSQL interface library
pickleshare	0.7.5	Tiny 'shelve'-like database with concurrency support
pillow	10.1.0	Python Imaging Library (Fork)
pims	0.6.1	Python Image Sequence
pint	0.19.2	Physical quantities module
pip	23.2.1	The PyPA recommended tool for installing Python packages.
pkginfo	1.9.6	Query metadatdata from sdists / bdists / installed packages.
platformdirs	3.8.1	A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly	5.18.0	An open-source, interactive graphing library for Python
plotnine	0.12.4	A grammar of graphics for python
plotpy	2.0.0	Plotpy is a library which results from merge of guidata and guiqwt.
pluggy	1.0.0	plugin and hook calling mechanisms for python
ply	3.11	Python Lex & Yacc
pmdarima	2.0.3	Python's forecast::auto.arima equivalent
polars	0.19.18	Blazingly fast DataFrame library
portalocker	2.7.0	Wraps the portalocker recipe for easy usage
portpicker	1.5.0	A library to choose unique available network ports.
ppci	0.5.9	A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
preshed	3.0.8	Cython hash table that trusts the keys are pre-hashed
prettytable	3.3.0	A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority	2.0.0	A pure-Python implementation of the HTTP/2 priority tree
proglog	0.1.10	Log and progress bar manager for console, notebooks, web...
prometheus_client	0.18.0	Python client for the Prometheus monitoring system.
prompt_toolkit	3.0.41	Library for building powerful interactive command lines in Python
protobuf	4.23.2	Protocol Buffers
psutil	5.9.5	Cross-platform lib for process and system monitoring in Python.
psygnal	0.9.5	Fast python callback/event system modeled after Qt Signals
ptpython	3.0.23	Python REPL build on top of prompt_toolkit
ptyprocess	0.7.0	Run a subprocess in a pseudo terminal
pulp	2.6.0	PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
pure_eval	0.2.2	Safely evaluate AST nodes without side effects
py2vega	0.6.1	A Python to Vega-expression transpiler.
pyaml	20.4.0	PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow	13.0.0	Python library for Apache Arrow
pyaudio	0.2.11	Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3	0.9.7	Handlebars.js templating for Python 3 and 2
pybind11	2.11.1	Seamless operability between C++11 and Python
pycodestyle	2.11.1	Python style guide checker
pycosat	0.6.3	bindings to picosat (a SAT solver)
pycparser	2.21	C parser in Python
pycryptodomex	3.18.0	Cryptographic library for Python
pyct	0.4.8	python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic	2.4.2	Data validation and settings management using python 3.6 type hinting
pydantic_core	2.10.1
pydeck	0.8.0	Widget for deck.gl maps
pydocstyle	6.3.0	Python docstring style checker
pydub	0.25.1	Manipulate audio with an simple and easy high level interface
pyepsg	0.4.0	Easy access to the EPSG database via http epsg.io/
pyerfa	2.0.1.1	Python bindings for ERFA
pyflakes	3.1.0	passive checker of Python programs
pyflux	0.4.17	PyFlux: A time-series analysis library for Python
pygad	3.2.0	PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame	2.5.2	Python Game Development
pygments	2.15.1	Pygments is a syntax highlighting package written in Python.
pyjwt	2.4.0	JSON Web Token implementation in Python
pylint	3.0.2	python code static checker
pylint_venv	3.0.3	pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder	0.4.0	Spyder extensions for the python-language-server
pymc	5.5.0	Markov Chain Monte Carlo sampling toolkit.
pymeta3	0.5.1	Pattern-matching language based on OMeta for Python 3 and 2
pymongo	4.3.3	Python driver for MongoDB
pympler	1.0.1	A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl	1.5.0	Python binding to the Networking and Cryptography (NaCl) library
pynndescent	0.5.7	Nearest Neighbor Descent
pyodbc	5.0.1	DB API Module for ODBC
pyopengl	3.1.7	Standard OpenGL bindings for Python
pypandoc	1.5	Thin wrapper for pandoc.
pyparsing	3.0.9	Python parsing module
pypdf	3.15.2	A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
pyperclip	1.8.2	A cross-platform clipboard module for Python. (Only handles plain text for now.)
pypng	0.20220715.0	Pure Python library for saving and loading PNG images
pyproj	3.4.1	Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5	5.15.10	Python bindings for the Qt cross platform application toolkit
pyqt5_qt5	5.15.2	The subset of a Qt installation needed by PyQt5.
pyqt5_sip	12.13.0	The sip module support for PyQt5
pyqtgraph	0.13.3	Scientific Graphics and GUI Library for Python
pyqtwebengine	5.15.6	Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5	5.15.2	The subset of a Qt installation needed by PyQtWebEngine.
pyro_api	0.1.2	Generic API for dispatch to Pyro backends.
pyro_ppl	1.8.4	A Python library for probabilistic modeling and inference
pyserial	3.5	Python Serial Port Extension
pysocks	1.7.1	A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache	0.5.4	Mustache for Python
pytensor	2.12.3	Optimizing compiler for evaluating mathematical expressions on CPUs and GPUs.
pytest	7.4.2	pytest: simple powerful testing with Python
python_barcode	0.15.1	Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
python_dateutil	2.8.2	Extensions to the standard Python datetime module
python_dotenv	1.0.0	Add .env support to your django/flask apps in development and deployments
python_json_logger	2.0.7	A python library adding a json log formatter
python_lsp_black	1.3.0	Black plugin for the Python LSP Server
python_lsp_jsonrpc	1.1.1	JSON RPC 2.0 server library
python_lsp_server	1.9.0	Python Language Server for the Language Server Protocol
python_multipart	0.0.5	A streaming multipart parser for Python
python_slugify	6.1.2	A Python Slugify application that handles Unicode
python_snappy	0.6.1	Python library for the snappy compression library from Google
python_ulid	1.1.0	Universally Unique Lexicographically Sortable Identifier
pythonnet	3.0.3	.Net and Mono integration for Python
pythonqwt	0.11.2	Qt plotting widgets for Python
pytoolconfig	1.2.4	Python tool configuration
pytz	2023.3	World timezone definitions, modern and historical
pytz_deprecation_shim	0.1.0.post0	Shims to make deprecation of pytz easier
pyviz_comms	3.0.0	Bidirectional communication for the PyViz ecosystem.
pywin32	306	Python for Window Extensions
pywin32_ctypes	0.2.0	A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty	2.0.9	Python bindings for the winpty library
pywinusb	0.4.2	A package that simplifies USB/HID communications on windows
pyyaml	6.0.1	YAML parser and emitter for Python
pyzmq	25.1.1	Python bindings for 0MQ
pyzo	4.12.7	the Python IDE for scientific computing
qdarkstyle	3.2	The most complete dark stylesheet for Python and Qt applications
qdldl	0.1.7	QDLDL, a free LDL factorization routine.
qpsolvers	3.4.0	Quadratic programming solvers in Python with a unified API
qrcode	7.4.2	QR Code image generator
qstylizer	0.2.2	Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome	1.2.3	FontAwesome icons in PyQt and PySide applications
qtconsole	5.5.1	Jupyter Qt console
qtpy	2.4.1	Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quadprog	0.1.11	Quadratic Programming Solver
quantecon	0.5.3	QuantEcon is a package to support all forms of quantitative economic modelling.
quart	0.18.3	A Python ASGI web microframework with the same API as Flask
rapidfuzz	3.2.0	rapid fuzzy string matching
rasterio	1.3.9	Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer	35.0	readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis	4.3.1	Python client for Redis key-value store
referencing	0.30.2	JSON Referencing + Python
regex	2023.10.3	Alternative regular expression module, to replace re.
reportlab	4.0.4	The Reportlab Toolkit
requests	2.31.0	Python HTTP for Humans.
requests_ntlm	1.1.0	This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt	0.10.1	A utility belt for advanced users of python-requests
retrying	1.3.4	Retrying
rfc3339_validator	0.1.4	A pure python RFC3339 validator
rfc3986	2.0.0	Validating URI References per RFC 3986
rfc3986_validator	0.1.1	Pure python rfc3986 validator
rich	13.6.0	Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope	1.6.0	a python refactoring library...
rpds_py	0.12.0	Python bindings to Rust's persistent data structures (rpds)
rtree	1.1.0	R-Tree spatial index for Python GIS
rx	3.1.1	Reactive Extensions (Rx) for Python
safetensors	0.3.3	Fast and Safe Tensor serialization
scikit_image	0.22.0	Image processing routines for SciPy
scikit_learn	1.3.2	A set of python modules for machine learning and data mining
scikit_optimize	0.9.0	Sequential model-based optimization toolbox.
scipy	1.11.3	SciPy: Scientific Library for Python
scramp	1.4.1	An implementation of the SCRAM protocol.
scs	3.2.3	scs: splitting conic solver
seaborn	0.13.0	seaborn: statistical data visualization
send2trash	1.8.0	Send file to trash natively under Mac OS X, Windows and Linux.
setuptools	68.2.2	Easily download, build, install, upgrade, and uninstall Python packages
shapely	2.0.1	Geometric objects, predicates, and operations
shellingham	1.5.0.post1	Tool to Detect Surrounding Shell
simplegeneric	0.8.1	Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson	3.17.6	Simple, fast, extensible JSON encoder/decoder for Python
simpy	4.0.1	Event discrete, process based simulation for Python.
six	1.16.0	Python 2 and 3 compatibility utilities
slicerator	1.1.0	A lazy-loading, fancy-sliceable iterable.
smart_open	5.2.1	Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)
smmap	5.0.0	A pure Python implementation of a sliding window memory map manager
snakeviz	2.1.0	A web-based viewer for Python profiler output
sniffio	1.3.0	Sniff out which async library your code is running under
snowballstemmer	2.2.0	This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs	1.4.7	Snuggs are s-expressions for Numpy
sortedcontainers	2.4.0	Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice	0.4.6	Play and Record Sound with Python
soupsieve	2.3.2.post1	A modern CSS selector implementation for Beautiful Soup.
spacy	3.6.1	Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy	3.0.12	Legacy registered functions for spaCy backwards compatibility
spacy_loggers	1.0.3	Logging utilities for SpaCy
sphinx	6.1.3	Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme	1.3.0	Read the Docs theme for Sphinx
sphinxcontrib_applehelp	1.0.2	sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp	1.0.2	sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp	2.0.0	sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jquery	4.1	Extension to include jQuery on newer Sphinx releases
sphinxcontrib_jsmath	1.0.1	A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp	1.0.3	sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml	1.1.5	sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder	5.5.0	The Scientific Python Development Environment
spyder_kernels	2.5.0	Jupyter kernels for Spyder's console
sqlalchemy	2.0.22	Database Abstraction Library
sqlite_bro	0.12.2	a graphic SQLite Client in 1 Python file
sqlite_fts4	1.0.3	Python functions for working with SQLite FTS4 search
sqlite_migrate	0.1a2	A simple database migration system for SQLite, based on sqlite-utils
sqlite_utils	3.35.2	CLI tool and Python utility functions for manipulating SQLite databases
sqlparse	0.4.3	Non-validating SQL parser
srsly	2.4.5	Modern high-performance serialization utilities for Python
sspyrs	0.3	Lightweight interface for SSRS reports to python
stack_data	0.6.1	Extract data from python stack frames and tracebacks for informative displays
starlette	0.27.0	The little ASGI library that shines.
statsmodels	0.14.0	Statistical computations and models for Python
streamlit	1.27.2	The fastest way to build data apps in Python
streamz	0.6.3	Streams
supersmoother	0.4	Python implementation of Friedman's Supersmoother
swifter	1.3.4	A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy	1.12	Computer algebra system (CAS) in Python
tables	3.7.0	Hierarchical datasets for Python
tabulate	0.9.0	Pretty-print tabular data
tbats	1.1.0	BATS and TBATS for time series forecasting
tblib	1.7.0	Traceback serialization library.
tenacity	8.1.0	Retry code until it succeeds
terminado	0.17.0	Terminals served to xterm.js using Tornado websockets
text_unidecode	1.3	The most basic Text::Unidecode port
textdistance	4.5.0	Compute distance between the two texts.
thinc	8.1.12	Practical Machine Learning for NLP
threadpoolctl	3.1.0	threadpoolctl
three_merge	0.1.1	Simple library for merging two strings with respect to a base one
tifffile	2023.7.18	Read and write TIFF(r) files
tinycss2	1.1.1	tinycss2
tokenizers	0.13.3	Fast and Customizable Tokenizers
toml	0.10.2	Python Library for Tom's Obvious, Minimal Language
tomli	2.0.1	A lil' TOML parser
tomli_w	1.0.0	A lil' TOML writer
tomlkit	0.11.6	Style preserving TOML library
toolz	0.12.0	List processing tools and functional utilities
torch	2.1.1	Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio	2.1.1	An audio package for PyTorch
torchvision	0.16.1	image and video datasets and models for torch deep learning
tornado	6.4	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm	4.65.0	Fast, Extensible Progress Meter
traitlets	5.13.0	Traitlets Python config system
traittypes	0.2.1	Scipy trait types
transformers	4.33.2	State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow
trio	0.23.1	A friendly Python library for async concurrency and I/O
trio_asyncio	0.12.0	A re-implementation of the asyncio mainloop on top of Trio
trove_classifiers	2023.2.20	Canonical source for classifiers on PyPI (pypi.org).
twine	4.0.1	Collection of utilities for publishing packages on PyPI
typeguard	2.13.3	Run-time type checker for Python
typer	0.9.0	Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions	4.7.1	Backported and Experimental Type Hints for Python 3.5+
typing_inspect	0.8.0	Runtime inspection utilities for typing module.
tzdata	2022.7	Provider of IANA time zone data
tzlocal	4.2	tzinfo object for the local timezone
uc_micro_py	1.0.1	Micro subset of unicode data files for linkify-it-py projects.
ujson	5.3.0	Ultra fast JSON encoder and decoder for Python
umap_learn	0.5.1	Uniform Manifold Approximation and Projection
uncertainties	3.1.7	Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
uri_template	1.2.0	RFC 6570 URI Template Processor
urllib3	2.0.3	HTTP library with thread-safe connection pooling, file post, and more.
userpath	1.8.0	Cross-platform tool for adding locations to the user PATH
uvicorn	0.22.0	The lightning-fast ASGI server.
validators	0.18.2	Python Data Validation for Humans™.
vega_datasets	0.9.0	A Python package for offline access to Vega datasets
virtualenv	20.23.0	Virtual Python Environment builder
waitress	2.1.2	Waitress WSGI server
wasabi	0.10.1	A lightweight console printing and formatting toolkit
wasmer	1.1.0	Python extension to run WebAssembly binaries
wasmer_compiler_cranelift	1.1.0	The Cranelift compiler for the `wasmer` package (to compile WebAssembly module)
wasmer_compiler_singlepass	1.1.0	Python extension to run WebAssembly binaries
watchdog	2.2.0	Filesystem events monitoring
wcwidth	0.2.9	Measures number of Terminal column cells of wide-character codes
webcolors	1.12	A library for working with color names and color values formats defined by HTML and CSS.
webencodings	0.5.1	Character encoding aliases for legacy web content
websocket_client	1.6.1	WebSocket client for Python. hybi13 is supported.
websockets	10.3	An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug	3.0.1	The comprehensive WSGI web application library.
whatthepatch	1.0.2	A patch parsing and application library.
wheel	0.40.0	A built-package format for Python
widgetsnbextension	4.0.9	IPython HTML widgets for Jupyter
winpython	7.0.20231126	WinPython distribution tools, including WPPM
wordcloud	1.9.2	A little word cloud generator
wrapt	1.14.1	Module for decorators, wrappers and monkey patching.
wsproto	1.2.0	WebSockets state-machine based protocol implementation
xarray	2023.11.0	N-D labeled arrays and datasets in Python
xarray_einstats	0.6.0	Stats, linear algebra and einops for xarray
xlsxwriter	3.1.2	A Python module for creating Excel XLSX files.
xlwings	0.24.7	Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict	0.13.0	Makes working with XML feel like you are working with JSON
xyzservices	2023.10.1	Source of XYZ tiles providers
yapf	0.40.1	A formatter for Python code.
yarl	1.7.2	Yet another URL library
yt_dlp	2023.7.6	A youtube-dl fork with additional features and patches
zarr	2.16.1	An implementation of chunked, compressed, N-dimensional arrays for Python.
zict	3.0.0	Mutable mapping tools
zipp	3.9.0	Backport of pathlib-compatible object wrapper for zip files
zstandard	0.22.0	Zstandard bindings for Python

WinPython 3.12.0.1

The following packages are included in WinPython-64bit v3.12.0.1 b5.

Tools

Name	Version	Description
Nodejs	v20.9.0	a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs	10.1.0	a package manager for JavaScript
Pandoc	3.1.9	a universal document converter

Python packages

Name	Version	Description
Python	3.12.0	Python programming language with standard library
adodbapi	2.6.1.3	A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine	2.3.1	Matrices describing affine transformation of the plane.
aiofiles	23.2.1	File support for asyncio.
alabaster	0.7.12	A configurable sidebar-enabled Sphinx theme
alembic	1.12.1	A database migration tool for SQLAlchemy.
altair	5.1.2	Altair: A declarative statistical visualization library for Python.
altair_data_server	0.4.1	A background data server for Altair charts.
altair_transform	0.2.0	A python engine for evaluating Altair transforms.
aniso8601	9.0.1	A library for parsing ISO 8601 strings.
annotated_types	0.5.0	Reusable constraint types to use with typing.Annotated
ansi2html	1.8.0	Convert text with ANSI color codes to HTML or to LaTeX
ansiwrap	0.8.4	textwrap, but savvy to ANSI colors and styles
anyio	3.7.1	High level compatibility layer for multiple asynchronous event loop implementations
anywidget	0.7.1	custom jupyter widgets made easy
appdirs	1.4.4	A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi	23.1.0	The secure Argon2 password hashing algorithm.
argon2_cffi_bindings	21.2.0	Low-level CFFI bindings for Argon2
arrow	1.2.2	Better dates & times for Python
asciitree	0.3.3	Draws ASCII trees.
asgi_csrf	0.9	ASGI middleware for protecting against CSRF attacks
asgiref	3.7.2	ASGI specs, helper code, and adapters
asn1crypto	1.5.1	Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
asteval	0.9.27	Safe, minimalistic evaluator of python expression using ast module
astroid	3.0.1	An abstract syntax tree for Python with inference support.
astropy	5.3.4	Community-developed python astronomy tools
asttokens	2.4.1	Annotate AST trees with source code positions
async_lru	2.0.4	Simple LRU cache for asyncio
async_timeout	4.0.3	Timeout context manager for asyncio programs
atomicwrites	1.4.0	Atomic file writes.
attrs	23.1.0	Classes Without Boilerplate
autopep8	2.0.4	A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core	1.29.5	Microsoft Azure Core Library for Python
azure_cosmos	4.5.1	Microsoft Azure Cosmos Client Library for Python
azure_identity	1.15.0	Microsoft Azure Identity Library for Python
babel	2.13.1	Internationalization utilities
baresql	0.8.0	playing SQL directly on Python datas
bcrypt	4.0.1	Modern password hashing for your software and your servers
beautifulsoup4	4.12.2	Screen-scraping library
binaryornot	0.4.4	Ultra-lightweight pure Python package to check if a file is binary or text.
black	23.11.0	The uncompromising code formatter.
bleach	6.0.0	An easy safelist-based HTML-sanitizing tool.
blinker	1.7.0	Fast, simple object-to-object and broadcast signaling
bokeh	3.3.0	Interactive plots and applications in the browser from Python
bqplot	0.12.42	Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca	0.6.0	Generate complex HTML+JS pages with Python
brewer2mpl	1.4.1	Connect colorbrewer2.org color maps to Python and matplotlib
brotli	1.1.0	Python bindings for the Brotli compression library
cachelib	0.10.2	A collection of cache libraries in the same API interface.
cachetools	5.3.1	Extensible memoizing collections and decorators
certifi	2023.7.22	Python package for providing Mozilla's CA Bundle.
cffi	1.16.0	Foreign Function Interface for Python calling C code.
chardet	5.2.0	Universal encoding detector for Python 2 and 3
charset_normalizer	3.2.0	The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click	8.1.7	Composable command line interface toolkit
click_default_group	1.2.4	Extends click.Group to invoke a command without explicit subcommand name
click_plugins	1.1.1	An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj	0.7.2	Click params for commmand line interfaces to GeoJSON
cloudpickle	3.0.0	Extended pickling support for Python objects
clr_loader	0.2.6	Generic pure Python loader for .NET runtimes
clrmagic	0.0.1a2	IPython cell magic to use .NET languages
colorama	0.4.6	Cross-platform colored terminal text.
colorcet	3.0.1	Collection of perceptually uniform colormaps
comm	0.1.4	Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
contourpy	1.1.1	Python library for calculating contours of 2D quadrilateral grids
cookiecutter	2.3.0	A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage	7.3.2	Code coverage measurement for Python
cryptography	41.0.5	cryptography is a package which provides cryptographic recipes and primitives to Python developers.
cycler	0.12.1	Composable style cycles
cython	3.0.5	The Cython compiler for writing C extensions for the Python language.
dash	2.14.1	A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components	2.0.0	Core component suite for Dash
dash_html_components	2.0.0	Vanilla HTML components for Dash
dash_table	5.0.0	Dash table
dask	2023.10.1	Parallel PyData with Task Scheduling
dask_image	2023.8.1	Distributed image processing
datasette	0.64.5	A tool for exploring and publishing data
datasette_graphql	2.2	Datasette plugin providing an automatic GraphQL API for your SQLite databases
db.py	0.5.4b1	a db package that doesn't suck
deap	1.4.1	Distributed Evolutionary Algorithms in Python
debugpy	1.8.0	An implementation of the Debug Adapter Protocol for Python
decorator	4.4.2	Decorators for Humans
defusedxml	0.7.1	XML bomb protection for Python stdlib modules
deprecated	1.2.13	Python @deprecated decorator to deprecate old python classes, functions or methods.
deprecation	2.1.0	A library to handle automated deprecations
diff_match_patch	20200713	Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill	0.3.7	serialize all of python
distlib	0.3.6	Distribution utilities
django	4.2.5	A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dnspython	2.4.2	DNS toolkit
docopt	0.6.2	Pythonic argument parser, that will make you smile
docstring_to_markdown	0.13	On the fly conversion of Python docstrings to markdown
docutils	0.18.1	Docutils -- Python Documentation Utilities
editables	0.3	Editable installations
emcee	3.1.4	The Python ensemble sampling toolkit for MCMC
entrypoints	0.4	Discover and load entry points from installed packages.
et_xmlfile	1.1.0	An implementation of lxml.xmlfile for the standard library
executing	2.0.1	Get the currently executing AST node of a frame, and other information
fast_histogram	0.12	Fast simple 1D and 2D histograms
fastapi	0.103.2	FastAPI framework, high performance, easy to learn, fast to code, ready for production
fasteners	0.18	A python package that provides useful locks.
fastjsonschema	2.18.0	Fastest Python implementation of JSON schema
feather_format	0.4.1	Simple wrapper library to the Apache Arrow-based Feather File Format
filelock	3.12.4	A platform independent file lock.
filterpy	1.4.5	Kalman filtering and optimal estimation library
fiona	1.9.5	Fiona reads and writes spatial data files
flake8	6.1.0	the modular source code checker: pep8, pyflakes and co
flask	2.3.3	A simple framework for building complex web applications.
flask_mail	0.9.1	Flask extension for sending email
flask_session	0.5.0	Adds server-side session support to your Flask application
flask_sqlalchemy	3.0.5	Adds SQLAlchemy support to your Flask application.
flit	3.9.0	A simple packaging tool for simple packages.
flit_core	3.9.0	Distribution-building parts of Flit. See flit package for more information
folium	0.14.0	Make beautiful maps with Leaflet.js & Python
fonttools	4.44.0	Tools to manipulate font files
formlayout	1.2.1a1	The most easy way to create Qt form dialogs and widgets with Python
fqdn	1.5.1	Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
fsspec	2023.9.2	File-system specification
future	0.18.2	Clean single-source support for Python 3 and 2
fuzzywuzzy	0.18.0	Fuzzy string matching in python
gast	0.4.0	Python AST that abstracts the underlying Python version
gdal	3.7.3	GDAL: Geospatial Data Abstraction Library
geographiclib	2.0	The geodesic routines from GeographicLib
geopandas	0.14.0	Geographic pandas extensions
geopy	2.4.0	Python Geocoding Toolbox
gitdb	4.0.10	Git Object Database
gitpython	3.1.32	Python Git Library
graphene	3.3	GraphQL Framework for Python
graphql_core	3.2.3	GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay	3.2.0	Relay library for graphql-core-next
greenlet	3.0.1	Lightweight in-process concurrent programming
guidata	3.1.1	Automatic graphical user interfaces generation for easy dataset editing and display
h11	0.14.0	A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2	4.1.0	HTTP/2 State-Machine based protocol implementation
h5py	3.10.0	Read and write HDF5 files from Python
hatch	1.7.0	Modern, extensible Python project management
hatchling	1.18.0	Modern, extensible Python build backend
holoviews	1.18.1	Stop plotting your data - annotate your data and let it visualize itself.
hpack	4.0.0	Pure-Python HPACK header compression
html5lib	1.1	HTML parser based on the WHATWG HTML specification
httpcore	0.18.0	A minimal low-level HTTP client.
httpie	3.2.2	HTTPie - a CLI, cURL-like tool for humans.
httpx	0.25.0	The next generation HTTP client.
hupper	1.12	Integrated process monitor for developing and reloading daemons.
hvplot	0.9.0	A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn	0.14.4	A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe	6.0.1	HTTP/2 framing layer for Python
hyperlink	21.0.0	A featureful, immutable, and correct URL for Python.
hypothesis	6.87.1	A library for property-based testing
idlex	1.22	IDLE Extensions for Python
idna	3.4	Internationalized Domain Names in Applications (IDNA)
imageio	2.31.1	Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg	0.4.8	FFMPEG wrapper for Python
imagesize	1.4.1	Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn	0.11.0	Toolbox for imbalanced dataset in machine learning.
importlib_metadata	6.8.0	Read metadata from Python packages
inflection	0.5.1	A port of Ruby on Rails inflector to Python
iniconfig	2.0.0	iniconfig: brain-dead simple config-ini parsing
intervaltree	3.0.2	Editable interval tree data structure for Python 2 and 3
ipycanvas	0.13.1	Interactive widgets library exposing the browser's Canvas API
ipydatagrid	1.2.0	Fast Datagrid widget for the Jupyter Notebook and JupyterLab
ipykernel	6.26.0	IPython Kernel for Jupyter
ipyleaflet	0.18.0	A Jupyter widget for dynamic Leaflet maps
ipympl	0.9.3	Matplotlib Jupyter Extension
ipython	8.18.1	IPython: Productive Interactive Computing
ipython_genutils	0.2.0	Vestigial utilities from IPython
ipython_sql	0.5.0	RDBMS access via IPython
ipywidgets	8.1.1	IPython HTML widgets for Jupyter
isoduration	20.11.0	Operations with ISO 8601 durations
isort	5.12.0	A Python utility / library to sort Python imports.
itsdangerous	2.1.2	Various helpers to pass data to untrusted environments and back.
janus	1.0.0	Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jaraco.classes	3.3.0	Utility functions for Python class constructs
jedi	0.19.1	An autocompletion tool for Python that can be used for text editors.
jellyfish	1.0.3	a library for doing approximate and phonetic matching of strings.
jinja2	3.1.2	A small but fast and easy to use stand-alone template engine written in pure python.
joblib	1.3.2	Lightweight pipelining: using Python functions as pipeline jobs.
json5	0.9.14	A Python implementation of the JSON5 data format.
jsonpointer	2.4	Identify specific nodes in a JSON document (RFC 6901)
jsonschema	4.19.2	An implementation of JSON Schema validation for Python
jsonschema_specifications	2023.7.1	The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia	0.6.1	Julia/Python bridge with IPython support.
jupyter	1.0.0	Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh	3.0.7	A Jupyter extension for rendering Bokeh content.
jupyter_client	8.6.0	Jupyter protocol implementation and client libraries
jupyter_console	6.6.3	Jupyter terminal console
jupyter_core	5.5.0	Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events	0.9.0	Jupyter Event System library
jupyter_lsp	2.2.0	Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging	0.12.3	Jupyter Packaging Utilities
jupyter_server	2.5.0	The Jupyter Server
jupyter_server_mathjax	0.2.6	MathJax resources as a Jupyter Server Extension.
jupyter_server_terminals	0.4.4	A Jupyter Server Extension Providing Terminals.
jupyter_sphinx	0.4.0	Jupyter Sphinx Extensions
jupyterlab	4.0.9	The JupyterLab notebook server extension.
jupyterlab_pygments	0.2.2	Pygments theme
jupyterlab_server	2.25.2	JupyterLab Server
jupyterlab_widgets	3.0.9	JupyterLab extension providing HTML widgets
keyring	24.2.0	Store and access your passwords safely.
kiwisolver	1.4.5	A fast implementation of the Cassowary constraint solver
linkify_it_py	2.0.2	Links recognition library with FULL unicode support.
lmfit	1.0.3	Least-Squares Minimization with Bounds and Constraints
locket	1.0.0	File-based locks for Python for Linux and Windows
loky	3.4.0	A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml	4.9.3	Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
mako	1.2.0	A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown	3.5.1	Python implementation of Markdown.
markdown_it_py	2.2.0	Python port of markdown-it. Markdown parsing, done right!
markupsafe	2.1.1	Safely add untrusted strings to HTML/XML markup.
matplotlib	3.8.2	Python plotting package
matplotlib_inline	0.1.6	Inline Matplotlib backend for Jupyter
maturin	1.3.1	Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe	0.7.0	McCabe checker, plugin for flake8
mdit_py_plugins	0.3.5	Collection of plugins for markdown-it-py
mdurl	0.1.2	Markdown URL utilities
mercantile	1.2.1	Web mercator XYZ tile utilities
mergedeep	1.3.4	A deep merge function for 🐍.
missingno	0.5.1	Missing data visualization module for Python.
mistune	2.0.5	The fastest markdown parser in pure Python
mizani	0.9.2	Scales for Python
more_itertools	9.0.0	More routines for operating on iterables, beyond itertools
moviepy	1.0.3	Video editing with Python
mpl_scatter_density	0.7	Matplotlib helpers to make density scatter plots
mpld3	0.5.8	D3 Viewer for Matplotlib
mpmath	1.3.0	Python library for arbitrary-precision floating-point arithmetic
msal	1.24.1	The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect.
msal_extensions	1.0.0	Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS and Linux. Concurrent data access will be coordinated by a file lock mechanism.
msvc_runtime	14.36.32532	Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict	6.0.2	multidict implementation
mypy	1.5.1	Optional static typing for Python
mypy_extensions	1.0.0	Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python	8.0.21	MySQL driver written in Python
nbclient	0.8.0	A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert	7.10.0	Converting Jupyter Notebooks
nbdime	4.0.1	Diff and merge of Jupyter Notebooks
nbformat	5.7.0	The Jupyter Notebook format
nbval	0.9.6	A py.test plugin to validate Jupyter notebooks
nest_asyncio	1.5.6	Patch asyncio to allow nested event loops
networkx	3.2.1	Python package for creating and manipulating graphs and networks
nltk	3.8.1	Natural Language Toolkit
notebook	7.0.6	A web-based notebook environment for interactive computing
notebook_shim	0.2.3	A shim layer for notebook traits and config
ntlm_auth	1.5.0	Creates NTLM authentication structures
numcodecs	0.12.1	A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numexpr	2.8.7	Fast numerical expression evaluator for NumPy
numpy	1.26.2	NumPy is the fundamental package for array computing with Python.
numpydoc	1.3	Sphinx extension to support docstrings in Numpy format
opencv_python	4.8.1.78	Wrapper package for OpenCV python bindings.
openpyxl	3.1.2	A Python library to read/write Excel 2010 xlsx/xlsm files
orjson	3.9.9	Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
outcome	1.3.0.post0	Capture the outcome of Python function calls.
packaging	22.0	Core utilities for Python packages
pandas	2.1.1	Powerful data structures for data analysis, time series, and statistics
pandocfilters	1.5.0	Utilities for writing pandoc filters in python
panel	1.3.4	A high level app and dashboarding solution for Python.
papermill	2.4.0	Parametrize and run Jupyter and nteract Notebooks
param	2.0.1	Declarative Python programming using Parameters.
paramiko	2.8.0	SSH2 protocol library
parso	0.8.3	A Python Parser
partd	1.4.0	Appendable key-value storage
pathspec	0.11.0	Utility library for gitignore style pattern matching of file paths.
patsy	0.5.3	A Python package for describing statistical models and for building design matrices.
pep8	1.7.1	Python style guide checker
pexpect	4.8.0	Pexpect allows easy control of interactive console applications.
pg8000	1.23.0	PostgreSQL interface library
pickleshare	0.7.5	Tiny 'shelve'-like database with concurrency support
pillow	10.1.0	Python Imaging Library (Fork)
pims	0.6.1	Python Image Sequence
pint	0.19.2	Physical quantities module
pip	23.2.1	The PyPA recommended tool for installing Python packages.
pkginfo	1.9.6	Query metadatdata from sdists / bdists / installed packages.
platformdirs	3.8.1	A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly	5.18.0	An open-source, interactive graphing library for Python
plotnine	0.12.4	A grammar of graphics for python
plotpy	2.0.0	Plotpy is a library which results from merge of guidata and guiqwt.
pluggy	1.0.0	plugin and hook calling mechanisms for python
ply	3.11	Python Lex & Yacc
polars	0.19.18	Blazingly fast DataFrame library
portalocker	2.7.0	Wraps the portalocker recipe for easy usage
portpicker	1.5.0	A library to choose unique available network ports.
ppci	0.5.9	A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
prettytable	3.3.0	A simple Python library for easily displaying tabular data in a visually appealing ASCII table format.
priority	2.0.0	A pure-Python implementation of the HTTP/2 priority tree
proglog	0.1.10	Log and progress bar manager for console, notebooks, web...
prometheus_client	0.18.0	Python client for the Prometheus monitoring system.
prompt_toolkit	3.0.41	Library for building powerful interactive command lines in Python
protobuf	4.23.2	Protocol Buffers
psutil	5.9.5	Cross-platform lib for process and system monitoring in Python.
psygnal	0.9.5	Fast python callback/event system modeled after Qt Signals
ptpython	3.0.23	Python REPL build on top of prompt_toolkit
ptyprocess	0.7.0	Run a subprocess in a pseudo terminal
pulp	2.6.0	PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
pure_eval	0.2.2	Safely evaluate AST nodes without side effects
py2vega	0.6.1	A Python to Vega-expression transpiler.
pyarrow	14.0.1	Python library for Apache Arrow
pybars3	0.9.7	Handlebars.js templating for Python 3 and 2
pybind11	2.11.1	Seamless operability between C++11 and Python
pycodestyle	2.11.1	Python style guide checker
pycosat	0.6.6	bindings to picosat (a SAT solver)
pycparser	2.21	C parser in Python
pyct	0.4.8	python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic	2.4.2	Data validation and settings management using python 3.6 type hinting
pydantic_core	2.10.1
pydeck	0.8.0	Widget for deck.gl maps
pydocstyle	6.3.0	Python docstring style checker
pyepsg	0.4.0	Easy access to the EPSG database via http epsg.io/
pyerfa	2.0.1.1	Python bindings for ERFA
pyflakes	3.1.0	passive checker of Python programs
pygad	3.2.0	PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame	2.5.2	Python Game Development
pygments	2.15.1	Pygments is a syntax highlighting package written in Python.
pyjwt	2.4.0	JSON Web Token implementation in Python
pylint	3.0.2	python code static checker
pylint_venv	3.0.3	pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder	0.4.0	Spyder extensions for the python-language-server
pymeta3	0.5.1	Pattern-matching language based on OMeta for Python 3 and 2
pymongo	4.5.0	Python driver for MongoDB
pynacl	1.5.0	Python binding to the Networking and Cryptography (NaCl) library
pyodbc	5.0.1	DB API Module for ODBC
pyopengl	3.1.7	Standard OpenGL bindings for Python
pypandoc	1.5	Thin wrapper for pandoc.
pyparsing	3.0.9	Python parsing module
pyperclip	1.8.2	A cross-platform clipboard module for Python. (Only handles plain text for now.)
pypng	0.20220715.0	Pure Python library for saving and loading PNG images
pyproj	3.6.1	Python interface to PROJ (cartographic projections and coordinate transformations library)
pyqt5	5.15.10	Python bindings for the Qt cross platform application toolkit
pyqt5_qt5	5.15.2	The subset of a Qt installation needed by PyQt5.
pyqt5_sip	12.13.0	The sip module support for PyQt5
pyqtgraph	0.13.3	Scientific Graphics and GUI Library for Python
pyqtwebengine	5.15.6	Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5	5.15.2	The subset of a Qt installation needed by PyQtWebEngine.
pyserial	3.5	Python Serial Port Extension
pysocks	1.7.1	A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache	0.5.4	Mustache for Python
pytest	7.4.2	pytest: simple powerful testing with Python
python_barcode	0.15.1	Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
python_dateutil	2.8.2	Extensions to the standard Python datetime module
python_dotenv	1.0.0	Add .env support to your django/flask apps in development and deployments
python_json_logger	2.0.7	A python library adding a json log formatter
python_lsp_black	1.3.0	Black plugin for the Python LSP Server
python_lsp_jsonrpc	1.1.1	JSON RPC 2.0 server library
python_lsp_server	1.9.0	Python Language Server for the Language Server Protocol
python_multipart	0.0.5	A streaming multipart parser for Python
python_slugify	6.1.2	A Python Slugify application that handles Unicode
pythonnet	3.0.3	.Net and Mono integration for Python
pythonqwt	0.11.2	Qt plotting widgets for Python
pytoolconfig	1.2.4	Python tool configuration
pytz	2023.3	World timezone definitions, modern and historical
pytz_deprecation_shim	0.1.0.post0	Shims to make deprecation of pytz easier
pyviz_comms	3.0.0	Bidirectional communication for the PyViz ecosystem.
pywin32	306	Python for Window Extensions
pywin32_ctypes	0.2.0	A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty	2.0.12	Python bindings for the winpty library
pywinusb	0.4.2	A package that simplifies USB/HID communications on windows
pyyaml	6.0.1	YAML parser and emitter for Python
pyzmq	26.0.0.dev0	Python bindings for 0MQ
pyzo	4.12.7	the Python IDE for scientific computing
qdarkstyle	3.2	The most complete dark stylesheet for Python and Qt applications
qrcode	7.4.2	QR Code image generator
qstylizer	0.2.2	Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome	1.2.3	FontAwesome icons in PyQt and PySide applications
qtconsole	5.5.1	Jupyter Qt console
qtpy	2.4.1	Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quart	0.18.3	A Python ASGI web microframework with the same API as Flask
rasterio	1.3.9	Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer	35.0	readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis	4.3.1	Python client for Redis key-value store
referencing	0.30.2	JSON Referencing + Python
regex	2023.10.3	Alternative regular expression module, to replace re.
reportlab	4.0.4	The Reportlab Toolkit
requests	2.31.0	Python HTTP for Humans.
requests_ntlm	1.1.0	This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt	0.10.1	A utility belt for advanced users of python-requests
retrying	1.3.4	Retrying
rfc3339_validator	0.1.4	A pure python RFC3339 validator
rfc3986	2.0.0	Validating URI References per RFC 3986
rfc3986_validator	0.1.1	Pure python rfc3986 validator
rich	13.6.0	Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope	1.6.0	a python refactoring library...
rpds_py	0.12.0	Python bindings to Rust's persistent data structures (rpds)
rtree	1.1.0	R-Tree spatial index for Python GIS
rx	3.1.1	Reactive Extensions (Rx) for Python
scikit_learn	1.3.2	A set of python modules for machine learning and data mining
scipy	1.11.3	SciPy: Scientific Library for Python
scramp	1.4.1	An implementation of the SCRAM protocol.
seaborn	0.13.0	seaborn: statistical data visualization
send2trash	1.8.0	Send file to trash natively under Mac OS X, Windows and Linux.
setuptools	68.2.2	Easily download, build, install, upgrade, and uninstall Python packages
shapely	2.0.1	Geometric objects, predicates, and operations
shellingham	1.5.0.post1	Tool to Detect Surrounding Shell
simplegeneric	0.8.1	Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson	3.17.6	Simple, fast, extensible JSON encoder/decoder for Python
simpy	4.0.1	Event discrete, process based simulation for Python.
six	1.16.0	Python 2 and 3 compatibility utilities
slicerator	1.1.0	A lazy-loading, fancy-sliceable iterable.
smmap	5.0.0	A pure Python implementation of a sliding window memory map manager
snakeviz	2.1.0	A web-based viewer for Python profiler output
sniffio	1.3.0	Sniff out which async library your code is running under
snowballstemmer	2.2.0	This package provides 26 stemmers for 25 languages generated from Snowball algorithms.
snuggs	1.4.7	Snuggs are s-expressions for Numpy
sortedcontainers	2.4.0	Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice	0.4.6	Play and Record Sound with Python
soupsieve	2.3.2.post1	A modern CSS selector implementation for Beautiful Soup.
sphinx	6.1.3	Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme	1.3.0	Read the Docs theme for Sphinx
sphinxcontrib_applehelp	1.0.2	sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp	1.0.2	sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp	2.0.0	sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jquery	4.1	Extension to include jQuery on newer Sphinx releases
sphinxcontrib_jsmath	1.0.1	A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp	1.0.3	sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml	1.1.5	sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle).
spyder	5.5.0	The Scientific Python Development Environment
spyder_kernels	2.5.0	Jupyter kernels for Spyder's console
sqlalchemy	2.0.22	Database Abstraction Library
sqlite_bro	0.12.2	a graphic SQLite Client in 1 Python file
sqlite_fts4	1.0.3	Python functions for working with SQLite FTS4 search
sqlite_utils	3.35.2	CLI tool and Python utility functions for manipulating SQLite databases
sqlparse	0.4.3	Non-validating SQL parser
sspyrs	0.3	Lightweight interface for SSRS reports to python
stack_data	0.6.1	Extract data from python stack frames and tracebacks for informative displays
starlette	0.27.0	The little ASGI library that shines.
statsmodels	0.14.0	Statistical computations and models for Python
streamlit	1.27.2	The fastest way to build data apps in Python
streamz	0.6.3	Streams
supersmoother	0.4	Python implementation of Friedman's Supersmoother
swifter	1.3.4	A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy	1.12	Computer algebra system (CAS) in Python
tabulate	0.9.0	Pretty-print tabular data
tenacity	8.1.0	Retry code until it succeeds
terminado	0.17.0	Terminals served to xterm.js using Tornado websockets
text_unidecode	1.3	The most basic Text::Unidecode port
textdistance	4.5.0	Compute distance between the two texts.
textwrap3	0.9.2	textwrap from Python 3.6 backport (plus a few tweaks)
threadpoolctl	3.1.0	threadpoolctl
three_merge	0.1.1	Simple library for merging two strings with respect to a base one
tifffile	2023.7.18	Read and write TIFF(r) files
tinycss2	1.1.1	tinycss2
toml	0.10.2	Python Library for Tom's Obvious, Minimal Language
tomli	2.0.1	A lil' TOML parser
tomli_w	1.0.0	A lil' TOML writer
tomlkit	0.11.6	Style preserving TOML library
toolz	0.12.0	List processing tools and functional utilities
tornado	6.4	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm	4.65.0	Fast, Extensible Progress Meter
traitlets	5.13.0	Traitlets Python config system
traittypes	0.2.1	Scipy trait types
trio	0.23.1	A friendly Python library for async concurrency and I/O
trio_asyncio	0.12.0	A re-implementation of the asyncio mainloop on top of Trio
trove_classifiers	2023.2.20	Canonical source for classifiers on PyPI (pypi.org).
twine	4.0.1	Collection of utilities for publishing packages on PyPI
typing_extensions	4.7.1	Backported and Experimental Type Hints for Python 3.5+
tzdata	2022.7	Provider of IANA time zone data
tzlocal	4.2	tzinfo object for the local timezone
uc_micro_py	1.0.1	Micro subset of unicode data files for linkify-it-py projects.
ujson	5.8.0	Ultra fast JSON encoder and decoder for Python
uncertainties	3.1.7	Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
uri_template	1.2.0	RFC 6570 URI Template Processor
urllib3	2.0.3	HTTP library with thread-safe connection pooling, file post, and more.
userpath	1.8.0	Cross-platform tool for adding locations to the user PATH
uvicorn	0.22.0	The lightning-fast ASGI server.
validators	0.18.2	Python Data Validation for Humans™.
vega_datasets	0.9.0	A Python package for offline access to Vega datasets
virtualenv	20.23.0	Virtual Python Environment builder
waitress	2.1.2	Waitress WSGI server
wasmer	1.1.0	Python extension to run WebAssembly binaries
wasmer_compiler_cranelift	1.1.0	The Cranelift compiler for the `wasmer` package (to compile WebAssembly module)
wasmer_compiler_singlepass	1.1.0	Python extension to run WebAssembly binaries
watchdog	2.2.0	Filesystem events monitoring
wcwidth	0.2.9	Measures number of Terminal column cells of wide-character codes
webcolors	1.12	A library for working with color names and color values formats defined by HTML and CSS.
webencodings	0.5.1	Character encoding aliases for legacy web content
websocket_client	1.6.1	WebSocket client for Python. hybi13 is supported.
werkzeug	3.0.1	The comprehensive WSGI web application library.
whatthepatch	1.0.2	A patch parsing and application library.
wheel	0.40.0	A built-package format for Python
widgetsnbextension	4.0.9	IPython HTML widgets for Jupyter
winpython	7.0.20231126	WinPython distribution tools, including WPPM
wrapt	1.14.1	Module for decorators, wrappers and monkey patching.
wsproto	1.2.0	WebSockets state-machine based protocol implementation
xarray	2023.11.0	N-D labeled arrays and datasets in Python
xlsxwriter	3.1.2	A Python module for creating Excel XLSX files.
xlwings	0.24.7	Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict	0.13.0	Makes working with XML feel like you are working with JSON
xyzservices	2023.10.1	Source of XYZ tiles providers
yapf	0.40.1	A formatter for Python code.
zarr	2.16.1	An implementation of chunked, compressed, N-dimensional arrays for Python.
zict	3.0.0	Mutable mapping tools
zipp	3.9.0	Backport of pathlib-compatible object wrapper for zip files
zstandard	0.22.0	Zstandard bindings for Python

stonebig · 2023-12-07T18:18:48Z

@fleming79 : Thanks for having tested. I see nobody answered your raised issue yet. Python-3.12 eco-system is still in stabilisation steps.

stonebig · 2023-12-07T18:24:21Z

WinPython 2023-04 final (2023-12-07)

It's same binaries just re-tagged, no changes from WinPython 2023-04 rc.
The WinPython-3.12.0 b5 branch is not fully mature yet ... hope for february

re-tagged binaries at:

MD5	SHA-1	SHA-256	Binary	Size	blake2b-256
caee336c14ba1f26fcd4c927cead6324	bf8dd90cb0ce5eed6c673becf2b1175a0775f08f	f9a0d61aa67bc227cc52980de59a412fefa1a046fb77eceb8a968c395461ddeb	Winpython64-3.11.6.0dot.exe	25 119 557 Bytes	d755b391350b37da3d03b19f824f1943cea94d9942f58f2188c3b40d6f473a1a
a3806b2346de8795572c36c0dd5d57c7	c03a02245b93ac2925ff64ee83ea85e6910ee923	eb7faa7ccdbfa4ef0f4e3eb575272ce13d997bdbc57758672ebbe80a7f1845dc	Winpython64-3.11.6.0.exe	826 835 174 Bytes	72a8c156b77f94477155c8c6c83149ddd6c553e3def82f0ab50e91e614012e09
a41642f31097e07f07181eee31737f0b	bc533b5d8d74a91de86ae19a83f70f4c7817fb66	2afffd563b0fc5c7a49b3a3d3500a9a624e4e03fe8b616cae808027916babcb3	Winpython64-3.12.0.1dotb5.exe	24 095 700 Bytes	42e9d9801bc26454f60ef530278ac02f08d90911c990991e13f91da08462fec5
73c01e518a3da0d338fb14be0c67c52c	7dfbee2cb84686fb88e75a8d453fc41b60d222cb	2d55dc7bed91858629bafeba5d5e703b51f45c46dc12044dea7f9f709269fdce	Winpython64-3.12.0.1b5.exe	571 171 632 Bytes	f8aaa787d763e4e350b618cbd19401c49c5197d18b6b1348669df5b41ca10aff
.12.0.1b5.exe	571 171 632 Bytes	f8aaa787d763e4e350b618cbd19401c49c5197d18b6b1348669df5b41ca10aff

fleming79 · 2023-12-07T20:31:05Z

No worries. Other than the debugger it was working for my use case. I agree it is still beta. I suggest upgrading a few packages:

orjson-3.9.10
pytest-7.4.3
wrapt-1.16.0
dask-2023.12.0
distributed-2023.12.0

hoozoot · 2024-02-05T01:19:06Z

is it possible to run python2 script using winpython?

stonebig added this to the 2023-04 Python-3.12.0 / Pytorch-2.1 milestone Sep 3, 2023

stonebig pinned this issue Sep 24, 2023

fleming79 mentioned this issue Dec 4, 2023

Python3.12 Unable to attach to PID (Jupyter python process) microsoft/debugpy#1476

Open

stonebig closed this as completed Dec 7, 2023

stonebig unpinned this issue Dec 7, 2023

Release 2023-04 follow-up #1258

Release 2023-04 follow-up #1258

Comments

stonebig commented Sep 3, 2023 • edited

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WinPython 3.11.6.0

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RoyiAvital commented Oct 14, 2023

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WinPython 3.11.6.0

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stonebig commented Nov 10, 2023 • edited

WinPython 3.11.6.0

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WinPython 3.11.6.0dot

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WinPython 3.11.6.0

Tools

Python packages

WinPython 3.12.0.1

Tools

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stonebig commented Dec 7, 2023

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