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Releases: ml-tooling/best-of-python

Update: 2024.04.18

18 Apr 13:49
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • kubernetes (馃39 路 猸 6.4K 路 馃搱) - Official Python client library for kubernetes. Apache-2
  • python-prompt-toolkit (馃38 路 猸 8.9K 路 馃搱) - Library for building powerful interactive command.. BSD-3
  • pycryptodomex (馃38 路 猸 2.7K 路 馃搱) - A self-contained cryptographic library for Python. BSD-3
  • numexpr (馃37 路 猸 2.1K 路 馃搱) - Fast numerical array expression evaluator for Python, NumPy, Pandas,.. MIT
  • libcloud (馃34 路 猸 2K 路 馃搱) - Apache Libcloud is a Python library which hides differences.. Apache-2

馃搲 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • ansible (馃47 路 猸 61K 路 馃搲) - Ansible is a radically simple IT automation platform that makes.. 鉂楋笍GPL-3.0
  • Pygments (馃42 路 猸 1.7K 路 馃搲) - Pygments is a generic syntax highlighter written in Python. BSD-2
  • dill (馃37 路 猸 2.1K 路 馃搲) - serialize all of Python. BSD-3
  • Koalas (馃30 路 猸 3.3K 路 馃挙) - Koalas: pandas API on Apache Spark. Apache-2 spark
  • PDFMiner (馃28 路 猸 5.2K 路 馃拃) - Python PDF Parser (Not actively maintained). Check out pdfminer.six. MIT

Update: 2024.04.11

11 Apr 18:08
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • redis (馃43 路 猸 12K 路 馃搱) - Redis Python client. MIT
  • keyring (馃37 路 猸 1.2K 路 馃搱) - Store and access your passwords safely. MIT
  • libcloud (馃32 路 猸 2K 路 馃搱) - Apache Libcloud is a Python library which hides differences.. Apache-2
  • rsa (馃30 路 猸 470 路 馃搱) - Python-RSA is a pure-Python RSA implementation. Apache-2
  • confluent-kafka-python (馃27 路 猸 3.4K 路 馃搱) - Confluents Kafka Python Client. Apache-2

馃搲 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • polars (馃40 路 猸 26K 路 馃搲) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT
  • more-itertools (馃39 路 猸 3.4K 路 馃搲) - More routines for operating on iterables, beyond itertools. MIT
  • supervisor (馃35 路 猸 8.2K 路 馃搲) - Supervisor process control system for Unix.. 鉂楋笍Repoze Public License
  • schema (馃32 路 猸 2.8K 路 馃搲) - Schema validation just got Pythonic. MIT
  • pyinfra (馃31 路 猸 2.6K 路 馃搲) - pyinfra automates infrastructure using Python. Its fast and scales.. MIT

Update: 2024.04.04

04 Apr 14:54
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馃搱 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • polars (馃41 路 猸 26K 路 馃搱) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT
  • inflect (馃31 路 猸 910 路 馃搱) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT
  • gino (馃28 路 猸 2.6K 路 馃拃) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core. BSD-3
  • ubelt (馃24 路 猸 710 路 馃搱) - A Python utility library with a stdlib like feel and extra.. Apache-2
  • flupy (馃17 路 猸 180 路 馃搱) - Fluent data pipelines for python and your shell. MIT

馃搲 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • redis (馃36 路 猸 12K 路 馃搲) - Redis Python Client. MIT
  • keyring (馃31 路 猸 1.2K 路 馃搲) - Store and access your passwords safely. MIT
  • libcloud (馃25 路 猸 2K 路 馃搲) - Apache Libcloud is a Python library which hides differences.. Apache-2
  • rsa (馃21 路 猸 470 路 馃搲) - Python-RSA is a pure-Python RSA implementation. 鉂桿nlicensed
  • confluent-kafka-python (馃15 路 馃搲) - Confluents Apache Kafka client for Python. 鉂桿nlicensed

Update: 2024.03.28

29 Mar 11:34
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馃搱 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • Great Expectations (馃40 路 猸 9.4K 路 馃搱) - Always know what to expect from your data. Apache-2
  • Typer (馃39 路 猸 13K 路 馃搱) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT
  • Pony (馃32 路 猸 3.5K 路 馃搱) - Pony Object Relational Mapper. Apache-2
  • srsly (馃29 路 猸 410 路 馃搱) - Modern high-performance serialization utilities for Python (JSON,.. MIT
  • bodywork-core (馃17 路 猸 430 路 馃拃) - ML pipeline orchestration and model deployments on.. 鉂楋笍AGPL-3.0

馃搲 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • polars (馃38 路 猸 25K 路 馃搲) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT
  • python-magic (馃31 路 猸 2.5K 路 馃搲) - A python wrapper for libmagic. 鉂桿nlicensed
  • gino (馃24 路 猸 2.6K 路 馃拃) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core. 鉂桿nlicensed
  • inflect (馃24 路 猸 910 路 馃搲) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT
  • flupy (馃13 路 猸 180 路 馃搲) - Fluent data pipelines for python and your shell. 鉂桿nlicensed

Update: 2024.03.21

21 Mar 23:46
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馃搱 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • validators (馃33 路 猸 890 路 馃搱) - Python Data Validation for Humans. MIT
  • libcloud (馃32 路 猸 2K 路 馃搱) - Apache Libcloud is a Python library which hides differences.. Apache-2
  • pyahocorasick (馃30 路 猸 880 路 馃搱) - Python module (C extension and plain python) implementing.. BSD-3
  • Databolt Flow (馃20 路 猸 950 路 馃挙) - Python library for building highly effective data science.. MIT
  • Botflow (馃15 路 猸 1.2K 路 馃拃) - Python Fast Dataflow programming framework for Data pipeline work(.. BSD-3

馃搲 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • Great Expectations (馃37 路 猸 9.4K 路 馃搲) - Always know what to expect from your data. Apache-2
  • Pony (馃30 路 猸 3.5K 路 馃搲) - Pony Object Relational Mapper. Apache-2
  • srsly (馃26 路 猸 410 路 馃搲) - Modern high-performance serialization utilities for Python (JSON,.. MIT
  • pysparkling (馃21 路 猸 260 路 馃拃) - A pure Python implementation of Apache Sparks RDD and.. 鉂桿nlicensed
  • bodywork-core (馃14 路 猸 430 路 馃拃) - ML pipeline orchestration and model deployments on.. 鉂楋笍AGPL-3.0

Update: 2024.03.14

14 Mar 16:05
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馃搱 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • pymongo (馃40 路 猸 4K 路 馃搱) - PyMongo - the Official MongoDB Python driver. Apache-2
  • keyring (馃36 路 猸 1.2K 路 馃搱) - Store and access your passwords safely. MIT
  • petl (馃34 路 猸 1.2K 路 馃搱) - Python Extract Transform and Load Tables of Data. MIT
  • rsa (馃30 路 猸 470 路 馃搱) - Python-RSA is a pure-Python RSA implementation. Apache-2
  • db.py (馃21 路 猸 1.2K 路 馃拃) - db.py is an easier way to interact with your databases. BSD-2

馃搲 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • python-prompt-toolkit (馃37 路 猸 8.9K 路 馃搲) - Library for building powerful interactive command.. BSD-3
  • ODMantic (馃26 路 猸 950 路 馃搲) - Sync and Async ODM (Object Document Mapper) for MongoDB based on.. ISC
  • libcloud (馃25 路 猸 2K 路 馃搲) - Apache Libcloud is a Python library which hides differences.. Apache-2
  • Databolt Flow (馃16 路 猸 950 路 馃挙) - Python library for building highly effective data science.. MIT
  • Botflow (馃11 路 猸 1.2K 路 馃拃) - Python Fast Dataflow programming framework for Data pipeline.. 鉂桿nlicensed

Update: 2024.03.07

07 Mar 14:32
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馃搱 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • Beam (馃44 路 猸 7.4K 路 馃搱) - Unified programming model to define and execute data processing.. Apache-2
  • flatbuffers (馃43 路 猸 22K 路 馃搱) - FlatBuffers: Memory Efficient Serialization Library. Apache-2
  • docker-compose (馃41 路 猸 32K 路 馃搱) - Define and run multi-container applications with Docker. Apache-2
  • MongoEngine (馃40 路 猸 4.1K 路 馃搱) - A Python Object-Document-Mapper for working with MongoDB. MIT
  • python-slugify (馃34 路 猸 1.4K 路 馃搱) - Returns unicode slugs. MIT

馃搲 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • pycryptodomex (馃36 路 猸 2.6K 路 馃搲) - A self-contained cryptographic library for Python. 鉂桿nlicensed
  • pymongo (馃32 路 猸 4K 路 馃搲) - PyMongo - the Official MongoDB Python driver. Apache-2
  • keyring (馃30 路 猸 1.2K 路 馃搲) - Store and access your passwords safely. MIT
  • rsa (馃21 路 猸 470 路 馃搲) - Python-RSA is a pure-Python RSA implementation. 鉂桿nlicensed
  • db.py (馃17 路 猸 1.2K 路 馃拃) - db.py is an easier way to interact with your databases. BSD-2

Update: 2024.02.29

29 Feb 15:08
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馃搱 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • protobuf (馃53 路 猸 63K 路 馃搱) - Protocol Buffers - Googles data interchange format. BSD-3
  • Airflow (馃48 路 猸 34K 路 馃搱) - Platform to programmatically author, schedule, and monitor.. Apache-2
  • Prefect (馃43 路 猸 14K 路 馃搱) - Prefect is a workflow orchestration tool empowering developers to.. Apache-2
  • azure-storage-blob (馃43 路 猸 4.1K 路 馃搱) - This repository is for active development of the Azure.. MIT
  • python-sortedcontainers (馃34 路 猸 3.2K 路 馃搱) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2

馃搲 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • cookiecutter (馃40 路 猸 21K 路 馃搲) - A cross-platform command-line utility that creates projects.. BSD-3
  • s3fs (馃35 路 猸 800 路 馃搲) - S3 Filesystem. BSD-3
  • DearPyGui (馃34 路 猸 12K 路 馃搲) - Dear PyGui: A fast and powerful Graphical User Interface Toolkit.. MIT
  • minio (馃34 路 猸 740 路 馃搲) - MinIO Client SDK for Python. Apache-2
  • glom (馃29 路 猸 1.8K 路 馃搲) - Pythons nested data operator (and CLI), for all your declarative.. BSD-3

Update: 2024.02.22

23 Feb 05:30
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • cpython (馃42 路 猸 58K 路 馃搱) - The Python programming language. MIT
  • future (馃40 路 猸 1.2K 路 馃搱) - Easy, clean, reliable Python 2/3 compatibility. MIT
  • XlsxWriter (馃38 路 猸 3.4K 路 馃搱) - A Python module for creating Excel XLSX files. BSD-2
  • ubelt (馃23 路 猸 700 路 馃搱) - A Python utility library with a stdlib like feel and extra.. Apache-2
  • PyMODM (馃21 路 猸 350 路 馃拃) - A Pythonic, object-oriented interface for working with MongoDB. Apache-2

馃搲 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • flatbuffers (馃42 路 猸 22K 路 馃搲) - FlatBuffers: Memory Efficient Serialization Library. Apache-2
  • polars (馃40 路 猸 24K 路 馃搲) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT
  • Prefect (馃40 路 猸 14K 路 馃搲) - Prefect is a workflow orchestration tool empowering developers to.. Apache-2
  • MongoEngine (馃38 路 猸 4.1K 路 馃搲) - A Python Object-Document-Mapper for working with MongoDB. MIT
  • anyio (馃37 路 猸 1.5K 路 馃搲) - High level asynchronous concurrency and networking framework that works.. MIT

Update: 2024.02.15

15 Feb 14:04
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • phonenumbers (馃35 路 猸 3.4K 路 馃搱) - Python port of Googles libphonenumber. Apache-2
  • zarr (馃35 路 猸 1.3K 路 馃搱) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT
  • dataset (馃30 路 猸 4.7K 路 馃挙) - Easy-to-use data handling for SQL data stores with support for.. MIT
  • riko (馃18 路 猸 1.6K 路 馃拃) - A Python stream processing engine modeled after Yahoo! Pipes. MIT
  • Databolt Flow (馃18 路 猸 950 路 馃挙) - Python library for building highly effective data science.. MIT

馃搲 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

  • Airflow (馃47 路 猸 34K 路 馃搲) - Platform to programmatically author, schedule, and monitor.. Apache-2
  • cpython (馃38 路 猸 58K 路 馃搲) - The Python programming language. 鉂桿nlicensed
  • PySimpleGUI (馃33 路 猸 13K 路 馃搲) - PySimpleGUI is a Python package that enables Python.. 鉂桿nlicensed
  • ubelt (馃20 路 猸 700 路 馃搲) - A Python utility library with a stdlib like feel and extra.. Apache-2
  • PyMODM (馃18 路 猸 350 路 馃拃) - A Pythonic, object-oriented interface for working with MongoDB. 鉂桿nlicensed