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Best-of Python Developer Tools

πŸ†Β  A ranked list of awesome python developer tools and libraries. Updated weekly.

This curated list contains 270 awesome open-source projects with a total of 920K stars grouped into 17 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an issue, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!


πŸ§™β€β™‚οΈΒ  Discover other best-of lists or create your own.
πŸ“«Β  Subscribe to our newsletter for updates and trending projects.


Contents

Explanation

  • πŸ₯‡πŸ₯ˆπŸ₯‰Β  Combined project-quality score
  • ⭐️  Star count from GitHub
  • 🐣  New project (less than 6 months old)
  • πŸ’€Β  Inactive project (6 months no activity)
  • πŸ’€Β  Dead project (12 months no activity)
  • πŸ“ˆπŸ“‰Β  Project is trending up or down
  • βž•Β  Project was recently added
  • ❗️  Warning (e.g. missing/risky license)
  • πŸ‘¨β€πŸ’»Β  Contributors count from GitHub
  • πŸ”€Β  Fork count from GitHub
  • πŸ“‹Β  Issue count from GitHub
  • ⏱️  Last update timestamp on package manager
  • πŸ“₯Β  Download count from package manager
  • πŸ“¦Β  Number of dependent projects
  • Β  Flake8 related project
  • Β  Pytest related project
  • Β  Pylint related project
  • Β  Sphinx related project
  • Β  MkDocs related project

Linters & Style Checkers

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ruff (πŸ₯‡42 Β· ⭐ 24K) - An extremely fast Python linter and code formatter, written in Rust. MIT
  • GitHub (πŸ‘¨β€πŸ’» 360 Β· πŸ”€ 770 Β· πŸ“₯ 200K Β· πŸ“¦ 34K Β· πŸ“‹ 3.9K - 17% open Β· ⏱️ 20.02.2024):

     git clone https://github.com/charliermarsh/ruff
    
  • PyPi (πŸ“₯ 12M / month Β· πŸ“¦ 2.3K Β· ⏱️ 17.02.2024):

     pip install ruff
    
  • Conda (πŸ“₯ 540K Β· ⏱️ 18.02.2024):

     conda install -c conda-forge ruff
    
pylint (πŸ₯‡42 Β· ⭐ 5K) - Its not just a linter that annoys you!. ❗️GPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 560 Β· πŸ”€ 1K Β· πŸ“¦ 410K Β· πŸ“‹ 5.3K - 16% open Β· ⏱️ 22.02.2024):

     git clone https://github.com/PyCQA/pylint
    
  • PyPi (πŸ“₯ 19M / month):

     pip install pylint
    
  • Conda (πŸ“₯ 4.8M Β· ⏱️ 11.12.2023):

     conda install -c conda-forge pylint
    
flake8 (πŸ₯‡42 Β· ⭐ 3.2K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 170 Β· πŸ”€ 300 Β· πŸ“¦ 530K Β· πŸ“‹ 1.6K - 1% open Β· ⏱️ 08.01.2024):

     git clone https://github.com/PyCQA/flake8
    
  • PyPi (πŸ“₯ 27M / month Β· πŸ“¦ 47K Β· ⏱️ 05.01.2024):

     pip install flake8
    
  • Conda (πŸ“₯ 7.1M Β· ⏱️ 05.01.2024):

     conda install -c conda-forge flake8
    
pyflakes (πŸ₯‡37 Β· ⭐ 1.3K) - A simple program which checks Python source files for errors. MIT
  • GitHub (πŸ‘¨β€πŸ’» 85 Β· πŸ”€ 180 Β· πŸ“¦ 270K Β· πŸ“‹ 520 - 10% open Β· ⏱️ 17.02.2024):

     git clone https://github.com/PyCQA/pyflakes
    
  • PyPi (πŸ“₯ 29M / month Β· πŸ“¦ 14K Β· ⏱️ 05.01.2024):

     pip install pyflakes
    
  • Conda (πŸ“₯ 7.1M Β· ⏱️ 05.01.2024):

     conda install -c conda-forge pyflakes
    
pycodestyle (πŸ₯ˆ36 Β· ⭐ 5K) - Simple Python style checker in one Python file. MIT
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 800 Β· πŸ“¦ 20 Β· πŸ“‹ 750 - 14% open Β· ⏱️ 20.02.2024):

     git clone https://github.com/PyCQA/pycodestyle
    
  • PyPi (πŸ“₯ 36M / month Β· πŸ“¦ 12K Β· ⏱️ 12.10.2023):

     pip install pycodestyle
    
  • Conda (πŸ“₯ 7.4M Β· ⏱️ 13.10.2023):

     conda install -c conda-forge pycodestyle
    
wemake-python-styleguide (πŸ₯ˆ35 Β· ⭐ 2.4K) - The strictest and most opinionated python linter ever!. MIT
  • GitHub (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 370 Β· πŸ“¦ 16K Β· πŸ“‹ 1.1K - 10% open Β· ⏱️ 20.02.2024):

     git clone https://github.com/wemake-services/wemake-python-styleguide
    
  • PyPi (πŸ“₯ 170K / month Β· πŸ“¦ 47 Β· ⏱️ 19.01.2020):

     pip install wemake-python-styleguide
    
parso (πŸ₯ˆ34 Β· ⭐ 580 Β· πŸ’€) - A Python Parser. MIT
  • GitHub (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 98 Β· πŸ“¦ 400K Β· πŸ“‹ 120 - 9% open Β· ⏱️ 18.06.2023):

     git clone https://github.com/davidhalter/parso
    
  • PyPi (πŸ“₯ 27M / month Β· πŸ“¦ 6.1K Β· ⏱️ 30.11.2021):

     pip install parso
    
  • Conda (πŸ“₯ 17M Β· ⏱️ 16.06.2023):

     conda install -c conda-forge parso
    
beartype (πŸ₯ˆ32 Β· ⭐ 2.3K) - Unbearably fast near-real-time hybrid runtime-static type-checking in.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 46 Β· πŸ“‹ 250 - 20% open Β· ⏱️ 22.02.2024):

     git clone https://github.com/beartype/beartype
    
  • PyPi (πŸ“₯ 2.4M / month Β· πŸ“¦ 210 Β· ⏱️ 14.02.2024):

     pip install beartype
    
  • Conda (πŸ“₯ 80K Β· ⏱️ 14.02.2024):

     conda install -c conda-forge beartype
    
pydocstyle (πŸ₯ˆ32 Β· ⭐ 1.1K) - docstring style checker. MIT
  • GitHub (πŸ‘¨β€πŸ’» 92 Β· πŸ”€ 190 Β· πŸ“₯ 69 Β· πŸ“¦ 63K Β· πŸ“‹ 350 - 34% open Β· ⏱️ 03.11.2023):

     git clone https://github.com/PyCQA/pydocstyle
    
  • PyPi (πŸ“₯ 4.7M / month Β· πŸ“¦ 2.8K Β· ⏱️ 17.01.2023):

     pip install pydocstyle
    
  • Conda (πŸ“₯ 1.7M Β· ⏱️ 16.06.2023):

     conda install -c conda-forge pydocstyle
    
flake8-bugbear (πŸ₯ˆ32 Β· ⭐ 1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 83 Β· πŸ”€ 100 Β· πŸ“¦ 36K Β· πŸ“‹ 220 - 25% open Β· ⏱️ 14.02.2024):

     git clone https://github.com/PyCQA/flake8-bugbear
    
  • PyPi (πŸ“₯ 2.8M / month Β· πŸ“¦ 550 Β· ⏱️ 07.02.2024):

     pip install flake8-bugbear
    
  • Conda (πŸ“₯ 760K Β· ⏱️ 07.02.2024):

     conda install -c conda-forge flake8-bugbear
    
pylint-django (πŸ₯ˆ30 Β· ⭐ 580) - Pylint plugin for improving code analysis for when.. ❗️GPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 70 Β· πŸ”€ 120 Β· πŸ“₯ 280 Β· πŸ“¦ 29K Β· πŸ“‹ 230 - 25% open Β· ⏱️ 04.11.2023):

     git clone https://github.com/PyCQA/pylint-django
    
  • PyPi (πŸ“₯ 1.2M / month Β· πŸ“¦ 1.2K Β· ⏱️ 23.10.2023):

     pip install pylint-django
    
  • Conda (πŸ“₯ 180K Β· ⏱️ 09.01.2024):

     conda install -c conda-forge pylint-django
    
hacking (πŸ₯ˆ29 Β· ⭐ 230) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 70 Β· ⏱️ 31.01.2024):

     git clone https://github.com/openstack/hacking
    
  • PyPi (πŸ“₯ 100K / month Β· πŸ“¦ 4.4K Β· ⏱️ 08.12.2023):

     pip install hacking
    
flake8-quotes (πŸ₯ˆ29 Β· ⭐ 170) - Flake8 extension for checking quotes in python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 39 Β· πŸ“¦ 21K Β· πŸ“‹ 51 - 11% open Β· ⏱️ 10.02.2024):

     git clone https://github.com/zheller/flake8-quotes
    
  • PyPi (πŸ“₯ 770K / month Β· πŸ“¦ 940 Β· ⏱️ 10.02.2024):

     pip install flake8-quotes
    
  • Conda (πŸ“₯ 690K Β· ⏱️ 10.02.2024):

     conda install -c conda-forge flake8-quotes
    
flake8-isort (πŸ₯ˆ29 Β· ⭐ 160) - flake8 plugin that integrates isort. ❗️GPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 100 Β· πŸ“¦ 25K Β· πŸ“‹ 57 - 1% open Β· ⏱️ 03.11.2023):

     git clone https://github.com/gforcada/flake8-isort
    
  • PyPi (πŸ“₯ 1.2M / month Β· πŸ“¦ 760 Β· ⏱️ 03.11.2023):

     pip install flake8-isort
    
  • Conda (πŸ“₯ 58K Β· ⏱️ 03.11.2023):

     conda install -c conda-forge flake8-isort
    
flake8-comprehensions (πŸ₯ˆ28 Β· ⭐ 460) - A flake8 plugin to help you write better.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 22 Β· πŸ“¦ 26K Β· πŸ“‹ 56 - 8% open Β· ⏱️ 20.02.2024):

     git clone https://github.com/adamchainz/flake8-comprehensions
    
  • PyPi (πŸ“₯ 1.1M / month):

     pip install flake8-comprehensions
    
  • Conda (πŸ“₯ 770K Β· ⏱️ 17.07.2023):

     conda install -c conda-forge flake8-comprehensions
    
flake8-eradicate (πŸ₯ˆ28 Β· ⭐ 300) - Flake8 plugin to find commented out or dead code. MIT
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 14 Β· πŸ“¦ 18K Β· πŸ“‹ 50 - 38% open Β· ⏱️ 22.02.2024):

     git clone https://github.com/wemake-services/flake8-eradicate
    
  • PyPi (πŸ“₯ 670K / month Β· πŸ“¦ 130 Β· ⏱️ 31.05.2023):

     pip install flake8-eradicate
    
  • Conda (πŸ“₯ 14K Β· ⏱️ 01.06.2023):

     conda install -c conda-forge flake8-eradicate
    
nitpick (πŸ₯‰25 Β· ⭐ 380) - Enforce the same settings on multiple projects. MIT
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 21 Β· πŸ“₯ 5 Β· πŸ“¦ 1.3K Β· πŸ“‹ 130 - 36% open Β· ⏱️ 25.01.2024):

     git clone https://github.com/andreoliwa/nitpick
    
  • PyPi (πŸ“₯ 35K / month Β· πŸ“¦ 13 Β· ⏱️ 31.12.2023):

     pip install nitpick
    
check-manifest (πŸ₯‰25 Β· ⭐ 280) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 39 Β· πŸ“¦ 9.9K Β· πŸ“‹ 97 - 20% open Β· ⏱️ 18.12.2023):

     git clone https://github.com/mgedmin/check-manifest
    
  • PyPi (πŸ“₯ 220K / month Β· πŸ“¦ 3.3K Β· ⏱️ 05.12.2022):

     pip install check-manifest
    
  • Conda (πŸ“₯ 110K Β· ⏱️ 16.06.2023):

     conda install -c conda-forge check-manifest
    
flake8-black (πŸ₯‰25 Β· ⭐ 160) - flake8 plugin to run black for checking Python coding style. MIT
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 11 Β· πŸ“¦ 7.6K Β· πŸ“‹ 29 - 20% open Β· ⏱️ 05.02.2024):

     git clone https://github.com/peterjc/flake8-black
    
  • PyPi (πŸ“₯ 780K / month Β· πŸ“¦ 280 Β· ⏱️ 20.12.2022):

     pip install flake8-black
    
  • Conda (πŸ“₯ 460K Β· ⏱️ 16.06.2023):

     conda install -c conda-forge flake8-black
    
flake8-builtins (πŸ₯‰25 Β· ⭐ 110) - Check for python builtins being used as variables or.. ❗️GPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 22 Β· πŸ“¦ 10K Β· πŸ“‹ 47 - 2% open Β· ⏱️ 09.12.2023):

     git clone https://github.com/gforcada/flake8-builtins
    
  • PyPi (πŸ“₯ 840K / month Β· πŸ“¦ 530 Β· ⏱️ 03.11.2023):

     pip install flake8-builtins
    
  • Conda (πŸ“₯ 230K Β· ⏱️ 03.11.2023):

     conda install -c conda-forge flake8-builtins
    
pandas-vet (πŸ₯‰21 Β· ⭐ 160) - A plugin for Flake8 that checks pandas code. MIT
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 18 Β· πŸ“₯ 73 Β· πŸ“¦ 430 Β· πŸ“‹ 52 - 21% open Β· ⏱️ 11.08.2023):

     git clone https://github.com/deppen8/pandas-vet
    
  • PyPi (πŸ“₯ 51K / month Β· πŸ“¦ 18 Β· ⏱️ 11.08.2023):

     pip install pandas-vet
    
  • Conda (πŸ“₯ 17K Β· ⏱️ 11.08.2023):

     conda install -c conda-forge pandas-vet
    
mypy-protobuf (πŸ₯‰20 Β· ⭐ 610) - open source tools to generate mypy stubs from protobufs. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 71 Β· πŸ“‹ 120 - 9% open Β· ⏱️ 03.08.2023):

     git clone https://github.com/dropbox/mypy-protobuf
    
  • PyPi (πŸ“₯ 2.5M / month):

     pip install mypy-protobuf
    
  • Conda (πŸ“₯ 120K Β· ⏱️ 20.08.2023):

     conda install -c conda-forge mypy-protobuf
    
flake8-import-order (πŸ₯‰20 Β· ⭐ 280 Β· πŸ“‰) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 69 Β· πŸ“‹ 100 - 10% open Β· ⏱️ 13.09.2023):

     git clone https://github.com/PyCQA/flake8-import-order
    
  • PyPi (πŸ“₯ 490K / month):

     pip install flake8-import-order
    
  • Conda (πŸ“₯ 250K Β· ⏱️ 16.06.2023):

     conda install -c conda-forge flake8-import-order
    
flake8-simplify (πŸ₯‰17 Β· ⭐ 170) - A flake8 plugin that helps you to simplify code. MIT
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 19 Β· πŸ“‹ 120 - 41% open Β· ⏱️ 25.12.2023):

     git clone https://github.com/MartinThoma/flake8-simplify
    
  • PyPi (πŸ“₯ 340K / month):

     pip install flake8-simplify
    
  • Conda (πŸ“₯ 37K Β· ⏱️ 26.09.2023):

     conda install -c conda-forge flake8-simplify
    
bellybutton (πŸ₯‰15 Β· ⭐ 260 Β· πŸ’€) - Custom Python linting through AST expressions. MIT
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 15 Β· πŸ“¦ 45 Β· πŸ“‹ 14 - 57% open Β· ⏱️ 27.07.2023):

     git clone https://github.com/hchasestevens/bellybutton
    
  • PyPi (πŸ“₯ 2.6K / month):

     pip install bellybutton
    
imhotep (πŸ₯‰15 Β· ⭐ 220 Β· πŸ’€) - A static-analysis bot for Github. MIT
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 34 Β· πŸ“¦ 12 Β· πŸ“‹ 44 - 40% open Β· ⏱️ 17.06.2023):

     git clone https://github.com/justinabrahms/imhotep
    
  • PyPi (πŸ“₯ 55 / month):

     pip install imhotep
    
Show 14 hidden projects...
  • coala (πŸ₯ˆ28 Β· ⭐ 3.5K Β· πŸ’€) - coala provides a unified command-line interface for linting and.. ❗️AGPL-3.0
  • pep8-naming (πŸ₯ˆ28 Β· ⭐ 480) - Naming Convention checker for Python. ❗️Saxpath
  • darglint (πŸ₯‰26 Β· ⭐ 480 Β· πŸ’€) - A python documentation linter which checks that the docstring.. MIT
  • data-science-types (πŸ₯‰25 Β· ⭐ 200 Β· πŸ’€) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
  • flake8-commas (πŸ₯‰25 Β· ⭐ 130 Β· πŸ’€) - Flake8 extension for enforcing trailing commas in python. MIT
  • pylama (πŸ₯‰24 Β· ⭐ 1K Β· πŸ’€) - Code audit tool for python. MIT
  • flake8-bandit (πŸ₯‰21 Β· ⭐ 110 Β· πŸ’€) - Automated security testing using bandit and flake8. MIT
  • Fixit (πŸ₯‰20 Β· ⭐ 640) - Advanced Python linting framework with auto-fixes and hierarchical.. ❗Unlicensed
  • pylint-flask (πŸ₯‰19 Β· ⭐ 64 Β· πŸ’€) - A Pylint plugin to analyze Flask applications. ❗️GPL-2.0
  • flake8-mypy (πŸ₯‰17 Β· ⭐ 100 Β· πŸ’€) - A plugin for flake8 integrating Mypy. MIT
  • flakehell (πŸ₯‰16 Β· ⭐ 230 Β· πŸ’€) - Flake8 wrapper to make it nice, legacy-friendly, configurable. MIT
  • pycycle (πŸ₯‰14 Β· ⭐ 320 Β· πŸ’€) - Tool for pinpointing circular imports in Python. Find cyclic imports.. MIT
  • yala (πŸ₯‰14 Β· ⭐ 14 Β· πŸ’€) - Yet Another Linter Aggregator. MIT
  • linty_fresh (πŸ₯‰10 Β· ⭐ 180 Β· πŸ’€) - Surface lint errors during code review. Apache-2 mypy

Type checkers

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pyright (πŸ₯ˆ38 Β· ⭐ 12K) - Static Type Checker for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 1.2K Β· πŸ“₯ 1.7K Β· πŸ“¦ 750 Β· πŸ“‹ 5.3K - 0% open Β· ⏱️ 21.02.2024):

     git clone https://github.com/Microsoft/pyright
    
  • npm (πŸ“₯ 1.1M / month):

     npm install pyright
    
pyre-check (πŸ₯‰33 Β· ⭐ 6.6K) - Performant type-checking for python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 260 Β· πŸ”€ 420 Β· πŸ“¦ 21 Β· πŸ“‹ 380 - 32% open Β· ⏱️ 21.02.2024):

     git clone https://github.com/facebook/pyre-check
    
  • PyPi (πŸ“₯ 76K / month):

     pip install pyre-check
    
Show 3 hidden projects...
  • mypy (πŸ₯‡41 Β· ⭐ 17K) - Optional static typing for Python. ❗Unlicensed
  • typeguard (πŸ₯‰33 Β· ⭐ 1.4K) - Run-time type checker for Python. ❗Unlicensed
  • pytype (πŸ₯‰26 Β· ⭐ 4.5K) - A static type analyzer for Python code. ❗Unlicensed

Code Formatters

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black (πŸ₯‡46 Β· ⭐ 37K) - The uncompromising Python code formatter. MIT
  • GitHub (πŸ‘¨β€πŸ’» 440 Β· πŸ”€ 2.3K Β· πŸ“₯ 56K Β· πŸ“¦ 470K Β· πŸ“‹ 2.5K - 13% open Β· ⏱️ 12.02.2024):

     git clone https://github.com/psf/black
    
  • PyPi (πŸ“₯ 34M / month):

     pip install black
    
  • Conda (πŸ“₯ 9.3M Β· ⏱️ 18.02.2024):

     conda install -c conda-forge black
    
isort (πŸ₯ˆ41 Β· ⭐ 6.2K) - A Python utility / library to sort imports. MIT
  • GitHub (πŸ‘¨β€πŸ’» 290 Β· πŸ”€ 550 Β· πŸ“¦ 450K Β· πŸ“‹ 1.3K - 14% open Β· ⏱️ 15.01.2024):

     git clone https://github.com/PyCQA/isort
    
  • PyPi (πŸ“₯ 34M / month):

     pip install isort
    
  • Conda (πŸ“₯ 5.6M Β· ⏱️ 14.12.2023):

     conda install -c conda-forge isort
    
yapf (πŸ₯ˆ38 Β· ⭐ 14K) - A formatter for Python files. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 870 Β· πŸ“¦ 90K Β· πŸ“‹ 830 - 44% open Β· ⏱️ 17.02.2024):

     git clone https://github.com/google/yapf
    
  • PyPi (πŸ“₯ 5.1M / month):

     pip install yapf
    
  • Conda (πŸ“₯ 1.7M Β· ⏱️ 26.07.2023):

     conda install -c conda-forge yapf
    
autopep8 (πŸ₯‰36 Β· ⭐ 4.5K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 290 Β· πŸ“¦ 200K Β· πŸ“‹ 490 - 25% open Β· ⏱️ 27.10.2023):

     git clone https://github.com/hhatto/autopep8
    
  • PyPi (πŸ“₯ 4.1M / month):

     pip install autopep8
    
  • Conda (πŸ“₯ 1.4M Β· ⏱️ 26.08.2023):

     conda install -c conda-forge autopep8
    
docformatter (πŸ₯‰27 Β· ⭐ 490) - Formats docstrings to follow PEP 257. MIT
  • GitHub (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 56 Β· πŸ“₯ 11 Β· πŸ“¦ 3.4K Β· πŸ“‹ 150 - 14% open Β· ⏱️ 15.10.2023):

     git clone https://github.com/myint/docformatter
    
  • PyPi (πŸ“₯ 460K / month):

     pip install docformatter
    
  • Conda (πŸ“₯ 110K Β· ⏱️ 18.07.2023):

     conda install -c conda-forge docformatter
    
autoimport (πŸ₯‰18 Β· ⭐ 81) - Autoimport automatically fixes wrong import statements. ❗️GPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 24 Β· πŸ“¦ 130 Β· πŸ“‹ 47 - 29% open Β· ⏱️ 23.11.2023):

     git clone https://github.com/lyz-code/autoimport
    
  • PyPi (πŸ“₯ 3.9K / month Β· πŸ“¦ 8 Β· ⏱️ 23.11.2023):

     pip install autoimport
    
Show 1 hidden projects...
  • pyformat (πŸ₯‰16 Β· ⭐ 94) - Formats Python code to follow a consistent style. ❗Unlicensed

Code Refactoring

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rope (πŸ₯‡36 Β· ⭐ 1.8K) - a python refactoring library. ❗️LGPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 81 Β· πŸ”€ 210 Β· πŸ“₯ 14 Β· πŸ“¦ 72K Β· πŸ“‹ 340 - 27% open Β· ⏱️ 13.02.2024):

     git clone https://github.com/python-rope/rope
    
  • PyPi (πŸ“₯ 830K / month Β· πŸ“¦ 1.6K Β· ⏱️ 18.01.2024):

     pip install rope
    
  • Conda (πŸ“₯ 1.4M Β· ⏱️ 18.01.2024):

     conda install -c conda-forge rope
    
vulture (πŸ₯ˆ32 Β· ⭐ 2.9K) - Find dead Python code. MIT
  • GitHub (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 180 Β· πŸ“¦ 4.4K Β· πŸ“‹ 200 - 13% open Β· ⏱️ 19.01.2024):

     git clone https://github.com/jendrikseipp/vulture
    
  • PyPi (πŸ“₯ 600K / month Β· πŸ“¦ 280 Β· ⏱️ 19.01.2024):

     pip install vulture
    
  • Conda (πŸ“₯ 78K Β· ⏱️ 16.06.2023):

     conda install -c conda-forge vulture
    
autoflake (πŸ₯ˆ27 Β· ⭐ 840) - Removes unused imports and unused variables as reported by pyflakes. MIT
  • GitHub (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 80 Β· πŸ“‹ 110 - 33% open Β· ⏱️ 19.02.2024):

     git clone https://github.com/myint/autoflake
    
  • PyPi (πŸ“₯ 1.9M / month Β· πŸ“¦ 790 Β· ⏱️ 19.02.2024):

     pip install autoflake
    
  • Conda (πŸ“₯ 520K Β· ⏱️ 16.06.2023):

     conda install -c conda-forge autoflake
    
pyupgrade (πŸ₯ˆ26 Β· ⭐ 3.2K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 160 Β· πŸ“‹ 420 - 3% open Β· ⏱️ 18.02.2024):

     git clone https://github.com/asottile/pyupgrade
    
  • PyPi (πŸ“₯ 570K / month):

     pip install pyupgrade
    
  • Conda (πŸ“₯ 610K Β· ⏱️ 18.02.2024):

     conda install -c conda-forge pyupgrade
    
unimport (πŸ₯‰20 Β· ⭐ 240) - The ultimate linter and formatter for removing unused import statements.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 22 Β· πŸ“‹ 120 - 8% open Β· ⏱️ 07.01.2024):

     git clone https://github.com/hakancelik96/unimport
    
  • PyPi (πŸ“₯ 21K / month):

     pip install unimport
    
add-trailing-comma (πŸ₯‰18 Β· ⭐ 330) - A tool (and pre-commit hook) to automatically add trailing.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 22 Β· ⏱️ 20.02.2024):

     git clone https://github.com/asottile/add-trailing-comma
    
  • PyPi (πŸ“₯ 140K / month):

     pip install add-trailing-comma
    
massedit (πŸ₯‰17 Β· ⭐ 110) - Programmatically edit text files with Python. Useful for source to source.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 16 Β· πŸ“₯ 23 Β· πŸ“¦ 42 Β· πŸ“‹ 8 - 12% open Β· ⏱️ 12.09.2023):

     git clone https://github.com/elmotec/massedit
    
  • PyPi (πŸ“₯ 3.1K / month):

     pip install massedit
    
com2ann (πŸ₯‰16 Β· ⭐ 140) - Tool for translation type comments to type annotations in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 11 Β· πŸ“¦ 63 Β· πŸ“‹ 28 - 25% open Β· ⏱️ 29.08.2023):

     git clone https://github.com/ilevkivskyi/com2ann
    
  • PyPi (πŸ“₯ 19K / month):

     pip install com2ann
    
Show 10 hidden projects...
  • jedi (πŸ₯‡39 Β· ⭐ 5.6K) - Awesome autocompletion, static analysis and refactoring library for.. ❗Unlicensed
  • Bowler (πŸ₯ˆ24 Β· ⭐ 1.5K Β· πŸ’€) - Safe code refactoring for modern Python. MIT
  • redbaron (πŸ₯ˆ24 Β· ⭐ 680 Β· πŸ’€) - Bottom-up approach to refactoring in python. ❗️LGPL-3.0
  • eradicate (πŸ₯‰23 Β· ⭐ 190 Β· πŸ’€) - Removes commented-out code from Python files. ❗Unlicensed
  • baron (πŸ₯‰22 Β· ⭐ 280 Β· πŸ’€) - IDE allow you to refactor code, Baron allows you to write.. ❗️LGPL-3.0
  • MonkeyType (πŸ₯‰21 Β· ⭐ 4.5K) - A Python library that generates static type annotations by.. ❗Unlicensed
  • pyannotate (πŸ₯‰19 Β· ⭐ 1.4K Β· πŸ’€) - Auto-generate PEP-484 annotations. Apache-2
  • unify (πŸ₯‰18 Β· ⭐ 90 Β· πŸ’€) - Modifies strings to all use the same quote where possible. MIT
  • pep8ify (πŸ₯‰14 Β· ⭐ 120 Β· πŸ’€) - A library that modifies python source code to conform to pep8. Apache-2
  • retype (πŸ₯‰12 Β· ⭐ 140 Β· πŸ’€) - Re-apply type annotations from .pyi stubs to your codebase. MIT

Code Security

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bandit (πŸ₯‡38 Β· ⭐ 5.8K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 550 Β· πŸ“₯ 760 Β· πŸ“¦ 47K Β· πŸ“‹ 640 - 25% open Β· ⏱️ 10.02.2024):

     git clone https://github.com/PyCQA/bandit
    
  • PyPi (πŸ“₯ 4.3M / month):

     pip install bandit
    
  • Conda (πŸ“₯ 290K Β· ⏱️ 26.01.2024):

     conda install -c conda-forge bandit
    
detect-secrets (πŸ₯‰29 Β· ⭐ 3.4K) - An enterprise friendly way of detecting and preventing.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 74 Β· πŸ”€ 350 Β· πŸ“‹ 310 - 33% open Β· ⏱️ 12.01.2024):

     git clone https://github.com/Yelp/detect-secrets
    
  • PyPi (πŸ“₯ 460K / month):

     pip install detect-secrets
    
safety (πŸ₯‰28 Β· ⭐ 1.6K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 130 Β· πŸ“₯ 480K Β· πŸ“¦ 31 Β· πŸ“‹ 190 - 34% open Β· ⏱️ 20.01.2024):

     git clone https://github.com/pyupio/safety
    
  • PyPi (πŸ“₯ 1.4M / month):

     pip install safety
    
  • Conda (πŸ“₯ 90K Β· ⏱️ 02.02.2024):

     conda install -c conda-forge safety
    
dlint (πŸ₯‰16 Β· ⭐ 160 Β· πŸ’€) - Dlint is a tool for encouraging best coding practices and helping.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 17 Β· πŸ“‹ 43 - 51% open Β· ⏱️ 10.04.2023):

     git clone https://github.com/dlint-py/dlint
    
  • PyPi (πŸ“₯ 130K / month):

     pip install dlint
    
  • Conda (πŸ“₯ 4.2K Β· ⏱️ 16.06.2023):

     conda install -c conda-forge dlint
    
Show 4 hidden projects...
  • pyarmor (πŸ₯ˆ33 Β· ⭐ 2.8K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. ❗Unlicensed
  • sqlmap (πŸ₯ˆ31 Β· ⭐ 30K) - Automatic SQL injection and database takeover tool. ❗Unlicensed
  • pyt (πŸ₯‰22 Β· ⭐ 2.2K Β· πŸ’€) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. ❗️GPL-2.0
  • dodgy (πŸ₯‰19 Β· ⭐ 120 Β· πŸ’€) - Looks at Python code to search for things which look dodgy such as.. MIT

Virtual Environments

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pipenv (πŸ₯‡44 Β· ⭐ 24K) - Python Development Workflow for Humans. MIT
  • GitHub (πŸ‘¨β€πŸ’» 500 Β· πŸ”€ 1.8K Β· πŸ“¦ 130K Β· πŸ“‹ 4.2K - 5% open Β· ⏱️ 05.02.2024):

     git clone https://github.com/pypa/pipenv
    
  • PyPi (πŸ“₯ 11M / month):

     pip install pipenv
    
  • Conda (πŸ“₯ 140K Β· ⏱️ 05.02.2024):

     conda install -c conda-forge pipenv
    
virtualenv (πŸ₯ˆ41 Β· ⭐ 4.6K) - Virtual Python Environment builder. MIT
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 960 Β· πŸ“¦ 360K Β· πŸ“‹ 1.3K - 1% open Β· ⏱️ 22.02.2024):

     git clone https://github.com/pypa/virtualenv
    
  • PyPi (πŸ“₯ 110M / month):

     pip install virtualenv
    
  • Conda (πŸ“₯ 6.1M Β· ⏱️ 22.02.2024):

     conda install -c conda-forge virtualenv
    
pyenv (πŸ₯ˆ34 Β· ⭐ 36K) - Simple Python version management. MIT
  • GitHub (πŸ‘¨β€πŸ’» 440 Β· πŸ”€ 2.9K Β· πŸ“¦ 21 Β· πŸ“‹ 1.7K - 2% open Β· ⏱️ 20.02.2024):

     git clone https://github.com/pyenv/pyenv
    
  • PyPi (πŸ“₯ 12K / month):

     pip install pyenv
    
nodeenv (πŸ₯ˆ33 Β· ⭐ 1.7K) - Virtual environment for Node.js & integrator with virtualenv. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 93 Β· πŸ”€ 190 Β· πŸ“¦ 75K Β· πŸ“‹ 190 - 28% open Β· ⏱️ 05.10.2023):

     git clone https://github.com/ekalinin/nodeenv
    
  • PyPi (πŸ“₯ 19M / month Β· πŸ“¦ 960 Β· ⏱️ 12.05.2023):

     pip install nodeenv
    
  • Conda (πŸ“₯ 3.5M Β· ⏱️ 16.06.2023):

     conda install -c conda-forge nodeenv
    
pyenv-virtualenv (πŸ₯‰22 Β· ⭐ 5.9K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
  • GitHub (πŸ‘¨β€πŸ’» 61 Β· πŸ”€ 380 Β· πŸ“¦ 21 Β· πŸ“‹ 340 - 31% open Β· ⏱️ 12.02.2024):

     git clone https://github.com/pyenv/pyenv-virtualenv
    
pyenv-installer (πŸ₯‰16 Β· ⭐ 3.8K Β· πŸ’€) - This tool is used to install `pyenv` and friends. MIT
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 410 Β· πŸ“‹ 83 - 7% open Β· ⏱️ 10.06.2023):

     git clone https://github.com/pyenv/pyenv-installer
    
freshenv (πŸ₯‰14 Β· ⭐ 170) - Provision, share, manage local and cloud developer environments. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 3 Β· ⏱️ 13.10.2023):

     git clone https://github.com/raiyanyahya/freshenv
    
  • PyPi (πŸ“₯ 230 / month):

     pip install freshenv
    
  • Conda:

     conda install -c raiyanyahya freshenv
    
Show 3 hidden projects...
  • vex (πŸ₯‰17 Β· ⭐ 370 Β· πŸ’€) - Run a command in the named virtualenv. MIT
  • dh-virtualenv (πŸ₯‰16 Β· ⭐ 1.6K Β· πŸ’€) - Python virtualenvs in Debian packages. ❗️GPL-2.0
  • pipenv-pipes (πŸ₯‰13 Β· ⭐ 130 Β· πŸ’€) - A PipEnv Environment Switcher. MIT

Dependency & Package Managers

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pip (πŸ₯‡45 Β· ⭐ 9.2K) - The Python package installer. MIT
  • GitHub (πŸ‘¨β€πŸ’» 760 Β· πŸ”€ 2.9K Β· πŸ“¦ 170K Β· πŸ“‹ 7.1K - 13% open Β· ⏱️ 20.02.2024):

     git clone https://github.com/pypa/pip
    
  • PyPi (πŸ“₯ 340M / month):

     pip install pip
    
  • Conda (πŸ“₯ 100M Β· ⏱️ 03.02.2024):

     conda install -c conda-forge pip
    
pip-tools (πŸ₯ˆ39 Β· ⭐ 7.4K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 530 Β· πŸ“¦ 26K Β· πŸ“‹ 1K - 14% open Β· ⏱️ 21.02.2024):

     git clone https://github.com/jazzband/pip-tools
    
  • PyPi (πŸ“₯ 12M / month):

     pip install pip-tools
    
  • Conda (πŸ“₯ 140K Β· ⏱️ 16.02.2024):

     conda install -c conda-forge pip-tools
    
poetry (πŸ₯ˆ37 Β· ⭐ 29K) - Python packaging and dependency management made easy. MIT
  • GitHub (πŸ‘¨β€πŸ’» 540 Β· πŸ”€ 2.1K Β· πŸ“₯ 15M Β· πŸ“‹ 5.5K - 10% open Β· ⏱️ 20.02.2024):

     git clone https://github.com/python-poetry/poetry
    
  • PyPi (πŸ“₯ 30M / month):

     pip install poetry
    
  • Conda (πŸ“₯ 1.1M Β· ⏱️ 17.11.2023):

     conda install -c conda-forge poetry
    
pipx (πŸ₯ˆ36 Β· ⭐ 8.2K) - Install and Run Python Applications in Isolated Environments. MIT
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 340 Β· πŸ“₯ 40K Β· πŸ“¦ 1.9K Β· πŸ“‹ 650 - 8% open Β· ⏱️ 20.02.2024):

     git clone https://github.com/pypa/pipx
    
  • PyPi (πŸ“₯ 4.4M / month):

     pip install pipx
    
  • Conda (πŸ“₯ 44K Β· ⏱️ 17.01.2024):

     conda install -c conda-forge pipx
    
PDM (πŸ₯ˆ36 Β· ⭐ 6.2K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 170 Β· πŸ”€ 310 Β· πŸ“₯ 4 Β· πŸ“¦ 240 Β· πŸ“‹ 1.4K - 3% open Β· ⏱️ 22.02.2024):

     git clone https://github.com/pdm-project/pdm
    
  • PyPi (πŸ“₯ 720K / month Β· πŸ“¦ 72 Β· ⏱️ 01.02.2024):

     pip install pdm
    
  • Conda (πŸ“₯ 240K Β· ⏱️ 01.02.2024):

     conda install -c conda-forge pdm
    
pipreqs (πŸ₯‰33 Β· ⭐ 5.7K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 66 Β· πŸ”€ 360 Β· πŸ“¦ 27K Β· πŸ“‹ 260 - 57% open Β· ⏱️ 18.02.2024):

     git clone https://github.com/bndr/pipreqs
    
  • PyPi (πŸ“₯ 600K / month):

     pip install pipreqs
    
  • Conda (πŸ“₯ 47K Β· ⏱️ 16.06.2023):

     conda install -c conda-forge pipreqs
    
mamba (πŸ₯‰30 Β· ⭐ 5.9K) - The Fast Cross-Platform Package Manager. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 330 Β· πŸ“‹ 1.6K - 29% open Β· ⏱️ 21.02.2024):

     git clone https://github.com/mamba-org/mamba
    
  • Conda (πŸ“₯ 10M Β· ⏱️ 21.12.2023):

     conda install -c conda-forge mamba
    
pip-run (πŸ₯‰21 Β· ⭐ 120) - pip-run - dynamic dependency loader for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 19 Β· πŸ“‹ 72 - 6% open Β· ⏱️ 10.02.2024):

     git clone https://github.com/jaraco/pip-run
    
  • PyPi (πŸ“₯ 8.7K / month):

     pip install pip-run
    
Show 3 hidden projects...
  • conda (πŸ₯‡41 Β· ⭐ 6K) - A system-level, binary package and environment manager running on.. ❗Unlicensed
  • dephell (πŸ₯‰25 Β· ⭐ 1.8K Β· πŸ’€) - Python project management. Manage packages: convert between formats,.. MIT
  • pyflow (πŸ₯‰21 Β· ⭐ 1.3K Β· πŸ’€) - An installation and dependency system for Python. MIT

Code Metrics & Complexity

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prospector (πŸ₯‡33 Β· ⭐ 1.9K) - Inspects Python source files and provides information about.. ❗️GPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 90 Β· πŸ”€ 170 Β· πŸ“¦ 4.8K Β· πŸ“‹ 370 - 15% open Β· ⏱️ 18.10.2023):

     git clone https://github.com/PyCQA/prospector
    
  • PyPi (πŸ“₯ 900K / month Β· πŸ“¦ 710 Β· ⏱️ 18.10.2023):

     pip install prospector
    
  • Conda (πŸ“₯ 100K Β· ⏱️ 19.10.2023):

     conda install -c conda-forge prospector
    
mccabe (πŸ₯ˆ31 Β· ⭐ 620) - McCabe complexity checker for Python. ❗️Saxpath
  • GitHub (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 57 Β· πŸ“¦ 430K Β· πŸ“‹ 59 - 23% open Β· ⏱️ 03.12.2023):

     git clone https://github.com/PyCQA/mccabe
    
  • PyPi (πŸ“₯ 32M / month Β· πŸ“¦ 16K Β· ⏱️ 24.01.2022):

     pip install mccabe
    
  • Conda (πŸ“₯ 7.8M Β· ⏱️ 16.06.2023):

     conda install -c conda-forge mccabe
    
radon (πŸ₯ˆ30 Β· ⭐ 1.6K) - Various code metrics for Python code. MIT
  • GitHub (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 110 Β· πŸ“¦ 4.8K Β· πŸ“‹ 170 - 13% open Β· ⏱️ 06.10.2023):

     git clone https://github.com/rubik/radon
    
  • PyPi (πŸ“₯ 470K / month Β· πŸ“¦ 660 Β· ⏱️ 26.03.2023):

     pip install radon
    
  • Conda (πŸ“₯ 69K Β· ⏱️ 16.06.2023):

     conda install -c conda-forge radon
    
wily (πŸ₯‰27 Β· ⭐ 1.2K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 56 Β· πŸ“¦ 210 Β· πŸ“‹ 110 - 32% open Β· ⏱️ 11.10.2023):

     git clone https://github.com/tonybaloney/wily
    
  • PyPi (πŸ“₯ 27K / month Β· πŸ“¦ 9 Β· ⏱️ 11.10.2023):

     pip install wily
    
xenon (πŸ₯‰23 Β· ⭐ 230) - Monitoring tool based on radon. MIT
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 21 Β· πŸ“¦ 1.2K Β· πŸ“‹ 36 - 22% open Β· ⏱️ 12.08.2023):

     git clone https://github.com/rubik/xenon
    
  • PyPi (πŸ“₯ 160K / month Β· πŸ“¦ 88 Β· ⏱️ 12.08.2023):

     pip install xenon
    
  • Conda (πŸ“₯ 22K Β· ⏱️ 16.06.2023):

     conda install -c conda-forge xenon
    
cohesion (πŸ₯‰15 Β· ⭐ 220 Β· πŸ’€) - A tool for measuring Python class cohesion. ❗️GPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 4 Β· πŸ“‹ 17 - 29% open Β· ⏱️ 08.03.2023):

     git clone https://github.com/mschwager/cohesion
    
  • PyPi (πŸ“₯ 5.5K / month Β· πŸ“¦ 11 Β· ⏱️ 10.07.2019):

     pip install cohesion
    
  • Conda (πŸ“₯ 2.1K Β· ⏱️ 16.06.2023):

     conda install -c conda-forge cohesion
    

Logging

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tqdm (πŸ₯‡43 Β· ⭐ 27K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 1.4K Β· πŸ“₯ 12K Β· πŸ“¦ 650K Β· πŸ“‹ 1.1K - 45% open Β· ⏱️ 10.02.2024):

     git clone https://github.com/tqdm/tqdm
    
  • PyPi (πŸ“₯ 90M / month Β· πŸ“¦ 30K Β· ⏱️ 10.02.2024):

     pip install tqdm
    
  • Conda (πŸ“₯ 25M Β· ⏱️ 10.02.2024):

     conda install -c conda-forge tqdm
    
  • Docker Hub (πŸ“₯ 4.2K Β· ⭐ 2 Β· ⏱️ 17.02.2024):

     docker pull tqdm/tqdm
    
rich (πŸ₯‡41 Β· ⭐ 46K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
  • GitHub (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 1.7K Β· πŸ“¦ 170K Β· πŸ“‹ 1.3K - 18% open Β· ⏱️ 31.01.2024):

     git clone https://github.com/Textualize/rich
    
  • PyPi (πŸ“₯ 43M / month Β· πŸ“¦ 6.3K Β· ⏱️ 15.11.2023):

     pip install rich
    
  • Conda (πŸ“₯ 6.2M Β· ⏱️ 16.11.2023):

     conda install -c conda-forge rich
    
loguru (πŸ₯‡37 Β· ⭐ 17K) - Python logging made (stupidly) simple. MIT
  • GitHub (πŸ‘¨β€πŸ’» 53 Β· πŸ”€ 650 Β· πŸ“¦ 76K Β· πŸ“‹ 920 - 15% open Β· ⏱️ 17.02.2024):

     git clone https://github.com/Delgan/loguru
    
  • PyPi (πŸ“₯ 15M / month):

     pip install loguru
    
  • Conda (πŸ“₯ 2M Β· ⏱️ 24.09.2023):

     conda install -c conda-forge loguru
    
structlog (πŸ₯‡37 Β· ⭐ 3K) - Simple, powerful, and fast logging for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 200 Β· πŸ“¦ 11K Β· πŸ“‹ 310 - 8% open Β· ⏱️ 17.02.2024):

     git clone https://github.com/hynek/structlog
    
  • PyPi (πŸ“₯ 10M / month Β· πŸ“¦ 1.2K Β· ⏱️ 08.01.2024):

     pip install structlog
    
  • Conda (πŸ“₯ 360K Β· ⏱️ 12.02.2024):

     conda install -c conda-forge structlog
    
sentry-sdk (πŸ₯‡37 Β· ⭐ 1.7K) - The official Python SDK for Sentry.io. MIT
  • GitHub (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 480 Β· πŸ“₯ 3.8K Β· πŸ“‹ 1.2K - 16% open Β· ⏱️ 21.02.2024):

     git clone https://github.com/getsentry/sentry-python
    
  • PyPi (πŸ“₯ 27M / month Β· πŸ“¦ 500 Β· ⏱️ 19.02.2024):

     pip install sentry-sdk
    
  • Conda (πŸ“₯ 730K Β· ⏱️ 19.02.2024):

     conda install -c conda-forge sentry-sdk
    
python-json-logger (πŸ₯ˆ35 Β· ⭐ 1.6K Β· πŸ’€) - Json Formatter for the standard python logger. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 63 Β· πŸ”€ 260 Β· πŸ“¦ 86K Β· πŸ“‹ 110 - 18% open Β· ⏱️ 28.02.2023):

     git clone https://github.com/madzak/python-json-logger
    
  • PyPi (πŸ“₯ 25M / month Β· πŸ“¦ 890 Β· ⏱️ 21.02.2023):

     pip install python-json-logger
    
  • Conda (πŸ“₯ 7.1M Β· ⏱️ 16.06.2023):

     conda install -c conda-forge python-json-logger
    
logbook (πŸ₯ˆ34 Β· ⭐ 1.5K) - A cool logging replacement for Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 79 Β· πŸ”€ 160 Β· πŸ“₯ 330 Β· πŸ“¦ 5.5K Β· πŸ“‹ 180 - 25% open Β· ⏱️ 10.02.2024):

     git clone https://github.com/getlogbook/logbook
    
  • PyPi (πŸ“₯ 4M / month Β· πŸ“¦ 1.2K Β· ⏱️ 10.11.2023):

     pip install logbook
    
  • Conda (πŸ“₯ 170K Β· ⏱️ 11.11.2023):

     conda install -c conda-forge logbook
    
progressbar2 (πŸ₯ˆ33 Β· ⭐ 830 Β· πŸ“ˆ) - Progressbar 2 - A progress bar for Python 2 and Python 3 -.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 140 Β· πŸ“₯ 2.2K Β· πŸ“‹ 220 - 2% open Β· ⏱️ 18.02.2024):

     git clone https://github.com/WoLpH/python-progressbar
    
  • PyPi (πŸ“₯ 25M / month Β· πŸ“¦ 1.6K Β· ⏱️ 18.12.2023):

     pip install progressbar2
    
  • Conda (πŸ“₯ 1.2M Β· ⏱️ 21.12.2023):

     conda install -c conda-forge progressbar2
    
tabulate (πŸ₯‰32 Β· ⭐ 1.9K Β· πŸ’€) - Pretty-print tabular data in Python, a library and a command-line.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 84 Β· πŸ”€ 150 Β· πŸ“‹ 220 - 38% open Β· ⏱️ 30.04.2023):

     git clone https://github.com/astanin/python-tabulate
    
  • PyPi (πŸ“₯ 49M / month Β· πŸ“¦ 8.5K Β· ⏱️ 06.10.2022):

     pip install tabulate
    
  • Conda (πŸ“₯ 6.3M Β· ⏱️ 16.06.2023):

     conda install -c conda-forge tabulate
    
colorlog (πŸ₯‰32 Β· ⭐ 840) - A colored formatter for the python logging module. MIT
  • GitHub (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 120 Β· πŸ“¦ 34K Β· ⏱️ 26.01.2024):

     git clone https://github.com/borntyping/python-colorlog
    
  • PyPi (πŸ“₯ 11M / month Β· πŸ“¦ 2.8K Β· ⏱️ 26.01.2024):

     pip install colorlog
    
  • Conda (πŸ“₯ 1.9M Β· ⏱️ 26.01.2024):

     conda install -c conda-forge colorlog
    
alive-progress (πŸ₯‰30 Β· ⭐ 4.9K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 190 Β· πŸ“¦ 2.8K Β· πŸ“‹ 220 - 9% open Β· ⏱️ 02.12.2023):

     git clone https://github.com/rsalmei/alive-progress
    
  • PyPi (πŸ“₯ 580K / month Β· πŸ“¦ 220 Β· ⏱️ 08.11.2023):

     pip install alive-progress
    
  • Conda (πŸ“₯ 49K Β· ⏱️ 09.11.2023):

     conda install -c conda-forge alive-progress
    
wasabi (πŸ₯‰27 Β· ⭐ 430) - A lightweight console printing and formatting toolkit. MIT
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 22 Β· πŸ“¦ 41K Β· πŸ“‹ 9 - 44% open Β· ⏱️ 03.11.2023):

     git clone https://github.com/ines/wasabi
    
  • PyPi (πŸ“₯ 5.4M / month):

     pip install wasabi
    
  • Conda (πŸ“₯ 1.3M Β· ⏱️ 07.06.2023):

     conda install -c conda-forge wasabi
    
stackprinter (πŸ₯‰25 Β· ⭐ 1.3K) - Debugging-friendly exceptions for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 37 Β· πŸ“¦ 330 Β· πŸ“‹ 31 - 22% open Β· ⏱️ 24.11.2023):

     git clone https://github.com/cknd/stackprinter
    
  • PyPi (πŸ“₯ 300K / month):

     pip install stackprinter
    
  • Conda (πŸ“₯ 9.4K Β· ⏱️ 16.06.2023):

     conda install -c conda-forge stackprinter
    
python-devtools (πŸ₯‰23 Β· ⭐ 920) - Dev tools for python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 46 Β· πŸ“¦ 4K Β· πŸ“‹ 53 - 26% open Β· ⏱️ 26.01.2024):

     git clone https://github.com/samuelcolvin/python-devtools
    
  • PyPi (πŸ“₯ 800 / month):

     pip install python-devtools
    
  • Conda (πŸ“₯ 21K Β· ⏱️ 06.09.2023):

     conda install -c conda-forge python-devtools
    
Show 7 hidden projects...
  • prettytable (πŸ₯ˆ34 Β· ⭐ 1.2K) - Display tabular data in a visually appealing ASCII table.. ❗️BSD-1-Clause
  • python-coloredlogs (πŸ₯‰29 Β· ⭐ 520 Β· πŸ’€) - Colored terminal output for Pythons logging module. MIT
  • notifiers (πŸ₯‰28 Β· ⭐ 2.6K Β· πŸ’€) - The easy way to send notifications. MIT
  • rebound (πŸ₯‰26 Β· ⭐ 4.1K Β· πŸ’€) - Command-line tool that instantly fetches Stack Overflow results when.. MIT
  • PrettyErrors (πŸ₯‰22 Β· ⭐ 2.7K Β· πŸ’€) - Prettify Python exception output to make it legible. MIT
  • better-exceptions (πŸ₯‰21 Β· ⭐ 4.5K Β· πŸ’€) - Pretty and useful exceptions in Python, automatically. MIT
  • tbvaccine (πŸ₯‰16 Β· ⭐ 370 Β· πŸ’€) - A small utility to pretty-print Python tracebacks. MIT

Shell

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xxh (πŸ₯‰22 Β· ⭐ 4.9K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 98 Β· πŸ“₯ 2.2K Β· πŸ“¦ 82 Β· πŸ“‹ 85 - 27% open Β· ⏱️ 05.11.2023):

     git clone https://github.com/xxh/xxh
    
  • PyPi (πŸ“₯ 770 / month):

     pip install xxh-xxh
    
Show 1 hidden projects...
  • xonsh (πŸ₯‡28 Β· ⭐ 7.8K Β· πŸ“‰) - Python-powered, cross-platform, Unix-gazing shell. ❗Unlicensed

Documentation

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πŸ”—Β best-of-mkdocs ( ⭐ 700) - Collection of MkDocs projects and plugins.

mkdocs-material (πŸ₯‡43 Β· ⭐ 17K) - Documentation that simply works. MIT
  • GitHub (πŸ‘¨β€πŸ’» 250 Β· πŸ”€ 3.1K Β· πŸ“¦ 44K Β· πŸ“‹ 2.2K - 1% open Β· ⏱️ 22.02.2024):

     git clone https://github.com/squidfunk/mkdocs-material
    
  • PyPi (πŸ“₯ 4.1M / month):

     pip install mkdocs-material
    
  • Conda (πŸ“₯ 350K Β· ⏱️ 19.02.2024):

     conda install -c conda-forge mkdocs-material
    
mkdocs (πŸ₯‡41 Β· ⭐ 18K) - Project documentation with Markdown. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 250 Β· πŸ”€ 2.3K Β· πŸ“¦ 57K Β· πŸ“‹ 1.9K - 6% open Β· ⏱️ 08.02.2024):

     git clone https://github.com/mkdocs/mkdocs
    
  • PyPi (πŸ“₯ 3M / month):

     pip install mkdocs
    
  • Conda (πŸ“₯ 320K Β· ⏱️ 19.09.2023):

     conda install -c conda-forge mkdocs
    
sphinx-autodoc-typehints (πŸ₯ˆ32 Β· ⭐ 520) - Type hints support for the Sphinx autodoc extension. MIT
  • GitHub (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 98 Β· πŸ“¦ 47K Β· πŸ“‹ 190 - 16% open Β· ⏱️ 22.02.2024):

     git clone https://github.com/tox-dev/sphinx-autodoc-typehints
    
  • PyPi (πŸ“₯ 1.9M / month):

     pip install sphinx-autodoc-typehints
    
  • Conda (πŸ“₯ 640K Β· ⏱️ 08.02.2024):

     conda install -c conda-forge sphinx-autodoc-typehints
    
sphinx_rtd_theme (πŸ₯ˆ31 Β· ⭐ 4.6K) - Sphinx theme for readthedocs.org. MIT
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 1.6K Β· πŸ“¦ 16 Β· πŸ“‹ 800 - 22% open Β· ⏱️ 25.01.2024):

     git clone https://github.com/readthedocs/sphinx_rtd_theme
    
  • PyPi (πŸ“₯ 4M / month):

     pip install sphinx_rtd_theme
    
  • Conda (πŸ“₯ 3.7M Β· ⏱️ 28.11.2023):

     conda install -c conda-forge sphinx_rtd_theme
    
mkdocstrings (πŸ₯ˆ31 Β· ⭐ 1.5K) - Automatic documentation from sources, for MkDocs. ISC
  • GitHub (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 100 Β· πŸ“¦ 11K Β· πŸ“‹ 380 - 11% open Β· ⏱️ 22.02.2024):

     git clone https://github.com/mkdocstrings/mkdocstrings
    
  • PyPi (πŸ“₯ 840K / month):

     pip install mkdocstrings
    
  • Conda (πŸ“₯ 100K Β· ⏱️ 15.11.2023):

     conda install -c conda-forge mkdocstrings
    
sphinx-autobuild (πŸ₯ˆ31 Β· ⭐ 500) - Watch a Sphinx directory and rebuild the documentation.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 69 Β· πŸ“¦ 22K Β· πŸ“‹ 82 - 29% open Β· ⏱️ 04.02.2024):

     git clone https://github.com/executablebooks/sphinx-autobuild
    
  • PyPi (πŸ“₯ 670K / month):

     pip install sphinx-autobuild
    
  • Conda (πŸ“₯ 240K Β· ⏱️ 04.02.2024):

     conda install -c conda-forge sphinx-autobuild
    
Griffe (πŸ₯ˆ31 Β· ⭐ 240) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
  • GitHub (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 36 Β· πŸ“¦ 4.5K Β· πŸ“‹ 180 - 11% open Β· ⏱️ 12.02.2024):

     git clone https://github.com/mkdocstrings/griffe
    
  • PyPi (πŸ“₯ 1.2M / month Β· πŸ“¦ 49 Β· ⏱️ 08.02.2024):

     pip install griffe
    
  • Conda (πŸ“₯ 210K Β· ⏱️ 08.02.2024):

     conda install -c conda-forge griffe
    
pdoc (πŸ₯ˆ29 Β· ⭐ 1.8K) - API Documentation for Python Projects. Unlicense
  • GitHub (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 180 Β· πŸ“¦ 2.5K Β· πŸ“‹ 350 - 5% open Β· ⏱️ 01.02.2024):

     git clone https://github.com/mitmproxy/pdoc
    
  • PyPi (πŸ“₯ 220K / month):

     pip install pdoc
    
blacken-docs (πŸ₯‰25 Β· ⭐ 590) - Run `black` on python code blocks in documentation files. MIT
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 39 Β· πŸ“¦ 850 Β· πŸ“‹ 75 - 12% open Β· ⏱️ 20.02.2024):

     git clone https://github.com/asottile/blacken-docs
    
  • PyPi (πŸ“₯ 140K / month):

     pip install blacken-docs
    
  • Conda (πŸ“₯ 33K Β· ⏱️ 16.08.2023):

     conda install -c conda-forge blacken-docs
    
interrogate (πŸ₯‰24 Β· ⭐ 530) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 42 Β· πŸ“¦ 5.9K Β· πŸ“‹ 57 - 52% open Β· ⏱️ 07.09.2023):

     git clone https://github.com/econchick/interrogate
    
  • PyPi (πŸ“₯ 84K / month):

     pip install interrogate
    
mkdocs-awesome-pages-plugin (πŸ₯‰24 Β· ⭐ 410) - An MkDocs plugin that simplifies configuring page.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 32 Β· πŸ“¦ 3.9K Β· πŸ“‹ 80 - 21% open Β· ⏱️ 17.02.2024):

     git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
    
  • PyPi (πŸ“₯ 210K / month Β· πŸ“¦ 120 Β· ⏱️ 19.08.2023):

     pip install mkdocs-awesome-pages-plugin
    
releases (πŸ₯‰22 Β· ⭐ 170) - A powerful Sphinx changelog-generating extension. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 36 Β· πŸ“¦ 620 Β· πŸ“‹ 74 - 37% open Β· ⏱️ 01.12.2023):

     git clone https://github.com/bitprophet/releases
    
  • PyPi (πŸ“₯ 13K / month):

     pip install releases
    
  • Conda (πŸ“₯ 50K Β· ⏱️ 16.06.2023):

     conda install -c conda-forge sphinx-releases
    
lazydocs (πŸ₯‰22 Β· ⭐ 170) - Generate markdown API documentation from Google-style Python docstring... MIT
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 36 Β· πŸ“¦ 210 Β· πŸ“‹ 33 - 18% open Β· ⏱️ 16.01.2024):

     git clone https://github.com/ml-tooling/lazydocs
    
  • PyPi (πŸ“₯ 9.6K / month Β· πŸ“¦ 22 Β· ⏱️ 27.07.2021):

     pip install lazydocs
    
mkdocs-print-site-plugin (πŸ₯‰21 Β· ⭐ 110) - MkDocs Plugin that adds an additional page that.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 15 Β· πŸ“¦ 280 Β· πŸ“‹ 86 - 16% open Β· ⏱️ 23.01.2024):

     git clone https://github.com/timvink/mkdocs-print-site-plugin
    
  • PyPi (πŸ“₯ 22K / month Β· πŸ“¦ 6 Β· ⏱️ 28.08.2023):

     pip install mkdocs-print-site-plugin
    
sphinx-markdown-builder (πŸ₯‰17 Β· ⭐ 160 Β· πŸ’€) - DISCONTINUED: sphinx builder that outputs markdown.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 41 Β· ⏱️ 24.06.2023):

     git clone https://github.com/clayrisser/sphinx-markdown-builder
    
  • PyPi (πŸ“₯ 60K / month):

     pip install sphinx-markdown-builder
    
Show 13 hidden projects...
  • sphinx (πŸ₯‡43 Β· ⭐ 5.9K) - The Sphinx documentation generator. ❗Unlicensed
  • alabaster (πŸ₯ˆ33 Β· ⭐ 710) - Lightweight, configurable Sphinx theme. ❗Unlicensed
  • numpydoc (πŸ₯ˆ29 Β· ⭐ 270) - Numpys Sphinx extensions. ❗Unlicensed
  • breathe (πŸ₯‰28 Β· ⭐ 720) - ReStructuredText and Sphinx bridge to Doxygen. ❗Unlicensed
  • pdoc3 (πŸ₯‰27 Β· ⭐ 1.1K Β· πŸ’€) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0
  • pytkdocs (πŸ₯‰24 Β· ⭐ 49 Β· πŸ’€) - Load Python objects documentation. ISC
  • pycco (πŸ₯‰22 Β· ⭐ 840 Β· πŸ’€) - Literate-style documentation generator. MIT
  • mkdocs-with-pdf (πŸ₯‰22 Β· ⭐ 290 Β· πŸ’€) - Generate a single PDF file from MkDocs repository. MIT
  • mkdocs-pdf-export-plugin (πŸ₯‰21 Β· ⭐ 300 Β· πŸ’€) - An MkDocs plugin to export content pages as PDF files. MIT
  • sphinx-bootstrap-theme (πŸ₯‰20 Β· ⭐ 590 Β· πŸ’€) - Sphinx Bootstrap Theme. MIT
  • portray (πŸ₯‰19 Β· ⭐ 860 Β· πŸ’€) - Your Project with Great Documentation. MIT
  • mkdocs-git-revision-date-plugin (πŸ₯‰19 Β· ⭐ 55 Β· πŸ’€) - MkDocs plugin for setting revision date from git per.. MIT
  • mkdocs-versioning (πŸ₯‰17 Β· ⭐ 40 Β· πŸ’€) - A tool that allows for versioning sites built with.. MIT

Debugging Tools

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PySnooper (πŸ₯‡32 Β· ⭐ 16K) - Never use print for debugging again. MIT
  • GitHub (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 950 Β· πŸ“¦ 1.7K Β· πŸ“‹ 130 - 20% open Β· ⏱️ 13.01.2024):

     git clone https://github.com/cool-RR/PySnooper
    
  • PyPi (πŸ“₯ 360K / month Β· πŸ“¦ 56 Β· ⏱️ 15.07.2023):

     pip install pysnooper
    
  • Conda (πŸ“₯ 73K Β· ⏱️ 27.07.2023):

     conda install -c conda-forge pysnooper
    
gdbgui (πŸ₯ˆ29 Β· ⭐ 9.6K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. ❗️GPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 550 Β· πŸ“₯ 17K Β· πŸ“¦ 360 Β· πŸ“‹ 320 - 45% open Β· ⏱️ 18.10.2023):

     git clone https://github.com/cs01/gdbgui
    
  • PyPi (πŸ“₯ 12K / month Β· πŸ“¦ 3 Β· ⏱️ 18.10.2023):

     pip install gdbgui
    
ipdb (πŸ₯ˆ29 Β· ⭐ 1.8K) - Integration of IPython pdb. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 58 Β· πŸ”€ 140 Β· πŸ“¦ 53K Β· πŸ“‹ 190 - 32% open Β· ⏱️ 03.08.2023):

     git clone https://github.com/gotcha/ipdb
    
  • PyPi (πŸ“₯ 2.7M / month):

     pip install ipdb
    
  • Conda (πŸ“₯ 440K Β· ⏱️ 16.06.2023):

     conda install -c conda-forge ipdb
    
icecream (πŸ₯‰27 Β· ⭐ 8.2K Β· πŸ“‰) - Never use print() to debug again. MIT
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 170 Β· πŸ“¦ 21 Β· πŸ“‹ 120 - 42% open Β· ⏱️ 01.02.2024):

     git clone https://github.com/gruns/icecream
    
  • PyPi (πŸ“₯ 1.3M / month):

     pip install icecream
    
  • Conda (πŸ“₯ 31K Β· ⏱️ 16.06.2023):

     conda install -c conda-forge icecream
    
python-manhole (πŸ₯‰22 Β· ⭐ 360) - Debugging manhole for python applications. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 23 Β· πŸ“¦ 270 Β· πŸ“‹ 22 - 31% open Β· ⏱️ 18.12.2023):

     git clone https://github.com/ionelmc/python-manhole
    
  • PyPi (πŸ“₯ 20K / month Β· πŸ“¦ 37 Β· ⏱️ 08.04.2021):

     pip install manhole
    
  • Conda (πŸ“₯ 19K Β· ⏱️ 16.06.2023):

     conda install -c conda-forge manhole
    
Birdseye (πŸ₯‰21 Β· ⭐ 1.6K) - Graphical Python debugger which lets you easily view the values of all.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 74 Β· πŸ“‹ 56 - 35% open Β· ⏱️ 16.10.2023):

     git clone https://github.com/alexmojaki/birdseye
    
  • PyPi (πŸ“₯ 1.6K / month Β· πŸ“¦ 4 Β· ⏱️ 16.10.2023):

     pip install birdseye
    
python-hunter (πŸ₯‰21 Β· ⭐ 770 Β· πŸ’€) - Hunter is a flexible code tracing toolkit. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 43 Β· πŸ“¦ 170 Β· πŸ“‹ 97 - 44% open Β· ⏱️ 26.04.2023):

     git clone https://github.com/ionelmc/python-hunter
    
  • PyPi (πŸ“₯ 12K / month):

     pip install hunter
    
  • Conda (πŸ“₯ 58K Β· ⏱️ 30.09.2023):

     conda install -c conda-forge hunter
    
pyrasite (πŸ₯‰20 Β· ⭐ 2.8K) - Inject code into running Python processes. ❗️GPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 200 Β· πŸ“¦ 56 Β· πŸ“‹ 57 - 71% open Β· ⏱️ 08.10.2023):

     git clone https://github.com/lmacken/pyrasite
    
  • PyPi (πŸ“₯ 7.2K / month):

     pip install pyrasite
    
reloadium (πŸ₯‰19 Β· ⭐ 2.6K) - Hot Reloading and Profiling for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 58 Β· πŸ“‹ 130 - 12% open Β· ⏱️ 20.02.2024):

     git clone https://github.com/reloadware/reloadium
    
  • PyPi (πŸ“₯ 5.9K / month Β· ⏱️ 20.02.2024):

     pip install reloadium
    
Show 4 hidden projects...
  • pudb (πŸ₯‡30 Β· ⭐ 2.8K) - Full-screen console debugger for Python. ❗Unlicensed
  • pyelftools (πŸ₯‡30 Β· ⭐ 1.8K) - Parsing ELF and DWARF in Python. ❗Unlicensed
  • pdbpp (πŸ₯‰27 Β· ⭐ 1.2K Β· πŸ’€) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
  • snoop (πŸ₯‰24 Β· ⭐ 1.2K Β· πŸ’€) - A powerful set of Python debugging tools, based on PySnooper. MIT

Testing Tools

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πŸ”—Β best-of-web-python - Testing ( ⭐ 2.1K) - Testing libraries & tools for python web frameworks.

πŸ”—Β unittest - Unittest is a test framework included in the Python standard library.

pytest (πŸ₯‡48 Β· ⭐ 11K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 940 Β· πŸ”€ 2.5K Β· πŸ“₯ 12 Β· πŸ“¦ 1.2M Β· πŸ“‹ 5.7K - 15% open Β· ⏱️ 21.02.2024):

     git clone https://github.com/pytest-dev/pytest
    
  • PyPi (πŸ“₯ 100M / month Β· πŸ“¦ 22K Β· ⏱️ 16.02.2024):

     pip install pytest
    
  • Conda (πŸ“₯ 24M Β· ⏱️ 20.02.2024):

     conda install -c conda-forge pytest
    
hypothesis (πŸ₯‡42 Β· ⭐ 7.2K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 320 Β· πŸ”€ 590 Β· πŸ“¦ 25K Β· πŸ“‹ 1.5K - 2% open Β· ⏱️ 20.02.2024):

     git clone https://github.com/HypothesisWorks/hypothesis
    
  • PyPi (πŸ“₯ 6M / month Β· πŸ“¦ 2.4K Β· ⏱️ 20.02.2024):

     pip install hypothesis
    
  • Conda (πŸ“₯ 8.4M Β· ⏱️ 20.02.2024):

     conda install -c conda-forge hypothesis
    
robotframework (πŸ₯‡41 Β· ⭐ 8.8K) - Generic automation framework for acceptance testing and RPA. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 2.2K Β· πŸ“₯ 550 Β· πŸ“¦ 9.9K Β· πŸ“‹ 4.4K - 6% open Β· ⏱️ 07.02.2024):

     git clone https://github.com/robotframework/robotframework
    
  • PyPi (πŸ“₯ 2.4M / month Β· πŸ“¦ 1.1K Β· ⏱️ 11.01.2024):

     pip install robotframework
    
  • Conda (πŸ“₯ 170K Β· ⏱️ 11.01.2024):

     conda install -c conda-forge robotframework
    
tox (πŸ₯‡38 Β· ⭐ 3.5K) - Command line driven CI frontend and development task automation tool. MIT
  • GitHub (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 480 Β· πŸ“¦ 110K Β· πŸ“‹ 1.7K - 5% open Β· ⏱️ 22.02.2024):

     git clone https://github.com/tox-dev/tox
    
  • PyPi (πŸ“₯ 13M / month):

     pip install tox
    
  • Conda (πŸ“₯ 870K Β· ⏱️ 19.02.2024):

     conda install -c conda-forge tox
    
pytest-xdist (πŸ₯‡38 Β· ⭐ 1.3K) - pytest plugin for distributed testing and loop-on-failures.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 98 Β· πŸ”€ 200 Β· πŸ“₯ 16 Β· πŸ“¦ 94K Β· πŸ“‹ 590 - 40% open Β· ⏱️ 20.02.2024):

     git clone https://github.com/pytest-dev/pytest-xdist
    
  • PyPi (πŸ“₯ 17M / month):

     pip install pytest-xdist
    
  • Conda (πŸ“₯ 5.6M Β· ⏱️ 21.11.2023):

     conda install -c conda-forge pytest-xdist
    
playwright-python (πŸ₯ˆ36 Β· ⭐ 10K) - Python version of the Playwright testing and automation.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 860 Β· πŸ“¦ 13K Β· πŸ“‹ 1.2K - 3% open Β· ⏱️ 21.02.2024):

     git clone https://github.com/microsoft/playwright-python
    
  • PyPi (πŸ“₯ 2.5M / month Β· πŸ“¦ 480 Β· ⏱️ 06.02.2024):

     pip install playwright
    
pyautogui (πŸ₯ˆ36 Β· ⭐ 9.3K Β· πŸ’€) - A cross-platform GUI automation Python module for human beings... BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 1.1K Β· πŸ“¦ 32K Β· πŸ“‹ 680 - 66% open Β· ⏱️ 07.06.2023):

     git clone https://github.com/asweigart/pyautogui
    
  • PyPi (πŸ“₯ 690K / month Β· πŸ“¦ 910 Β· ⏱️ 24.05.2023):

     pip install pyautogui
    
  • Conda (πŸ“₯ 220K Β· ⏱️ 16.10.2023):

     conda install -c conda-forge pyautogui
    
freezegun (πŸ₯ˆ35 Β· ⭐ 3.9K Β· πŸ“ˆ) - Let your Python tests travel through time. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 270 Β· πŸ“₯ 12 Β· πŸ“‹ 330 - 41% open Β· ⏱️ 16.02.2024):

     git clone https://github.com/spulec/freezegun
    
  • PyPi (πŸ“₯ 9.3M / month Β· πŸ“¦ 4.6K Β· ⏱️ 19.12.2023):

     pip install freezegun
    
  • Conda (πŸ“₯ 1.5M Β· ⏱️ 19.12.2023):

     conda install -c conda-forge freezegun
    
pytest-cov (πŸ₯ˆ35 Β· ⭐ 1.6K Β· πŸ’€) - Coverage plugin for pytest. MIT
  • GitHub (πŸ‘¨β€πŸ’» 86 Β· πŸ”€ 200 Β· πŸ“¦ 300K Β· πŸ“‹ 380 - 37% open Β· ⏱️ 24.05.2023):

     git clone https://github.com/pytest-dev/pytest-cov
    
  • PyPi (πŸ“₯ 38M / month):

     pip install pytest-cov
    
  • Conda (πŸ“₯ 10M Β· ⏱️ 16.06.2023):

     conda install -c conda-forge pytest-cov
    
mimesis (πŸ₯ˆ34 Β· ⭐ 4.2K) - Mimesis is a powerful Python library that empowers developers to generate.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 320 Β· πŸ“₯ 550 Β· πŸ“¦ 1.6K Β· πŸ“‹ 340 - 2% open Β· ⏱️ 31.01.2024):

     git clone https://github.com/lk-geimfari/mimesis
    
  • PyPi (πŸ“₯ 160K / month Β· πŸ“¦ 76 Β· ⏱️ 31.01.2024):

     pip install mimesis
    
  • Conda (πŸ“₯ 180K Β· ⏱️ 24.01.2024):

     conda install -c conda-forge mimesis
    
pytest-mock (πŸ₯ˆ34 Β· ⭐ 1.7K) - Thin-wrapper around the mock package for easier use with pytest. MIT
  • GitHub (πŸ‘¨β€πŸ’» 69 Β· πŸ”€ 130 Β· πŸ“₯ 16 Β· πŸ“¦ 75K Β· πŸ“‹ 150 - 7% open Β· ⏱️ 20.02.2024):

     git clone https://github.com/pytest-dev/pytest-mock
    
  • PyPi (πŸ“₯ 18M / month):

     pip install pytest-mock
    
  • Conda (πŸ“₯ 2.5M Β· ⏱️ 19.10.2023):

     conda install -c conda-forge pytest-mock
    
pytest-html (πŸ₯ˆ34 Β· ⭐ 640) - Plugin for generating HTML reports for pytest results. MIT
  • GitHub (πŸ‘¨β€πŸ’» 55 Β· πŸ”€ 260 Β· πŸ“¦ 44K Β· πŸ“‹ 390 - 36% open Β· ⏱️ 02.02.2024):

     git clone https://github.com/pytest-dev/pytest-html
    
  • PyPi (πŸ“₯ 4.9M / month Β· πŸ“¦ 830 Β· ⏱️ 07.11.2023):

     pip install pytest-html
    
  • Conda (πŸ“₯ 510K Β· ⏱️ 23.11.2023):

     conda install -c conda-forge pytest-html
    
asv (πŸ₯ˆ33 Β· ⭐ 820) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 81 Β· πŸ”€ 170 Β· πŸ“₯ 220 Β· πŸ“¦ 1.1K Β· πŸ“‹ 580 - 21% open Β· ⏱️ 21.02.2024):

     git clone https://github.com/airspeed-velocity/asv
    
  • PyPi (πŸ“₯ 100K / month):

     pip install asv
    
  • Conda (πŸ“₯ 760K Β· ⏱️ 03.10.2023):

     conda install -c conda-forge asv
    
factory_boy (πŸ₯ˆ32 Β· ⭐ 3.4K Β· πŸ“ˆ) - A test fixtures replacement for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 380 Β· πŸ“‹ 590 - 32% open Β· ⏱️ 07.02.2024):

     git clone https://github.com/FactoryBoy/factory_boy
    
  • PyPi (πŸ“₯ 3.9M / month Β· πŸ“¦ 850 Β· ⏱️ 19.07.2023):

     pip install factory_boy
    
  • Conda (πŸ“₯ 140K Β· ⏱️ 19.07.2023):

     conda install -c conda-forge factory_boy
    
pytest-bdd (πŸ₯ˆ31 Β· ⭐ 1.2K) - BDD library for the py.test runner. MIT
  • GitHub (πŸ‘¨β€πŸ’» 61 Β· πŸ”€ 200 Β· πŸ“¦ 3.4K Β· πŸ“‹ 320 - 35% open Β· ⏱️ 21.01.2024):

     git clone https://github.com/pytest-dev/pytest-bdd
    
  • PyPi (πŸ“₯ 840K / month):

     pip install pytest-bdd
    
  • Conda (πŸ“₯ 56K Β· ⏱️ 02.12.2023):

     conda install -c conda-forge pytest-bdd
    
nox (πŸ₯ˆ31 Β· ⭐ 1.2K) - Flexible test automation for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 94 Β· πŸ”€ 140 Β· πŸ“¦ 5K Β· πŸ“‹ 340 - 18% open Β· ⏱️ 21.02.2024):

     git clone https://github.com/theacodes/nox
    
  • PyPi (πŸ“₯ 1.4M / month):

     pip install nox
    
  • Conda (πŸ“₯ 260K Β· ⏱️ 25.09.2023):

     conda install -c conda-forge nox
    
coveralls-python (πŸ₯ˆ30 Β· ⭐ 540) - Show coverage stats online via coveralls.io. MIT
  • GitHub (πŸ‘¨β€πŸ’» 64 Β· πŸ”€ 190 Β· πŸ“¦ 33K Β· πŸ“‹ 170 - 15% open Β· ⏱️ 14.08.2023):

     git clone https://github.com/TheKevJames/coveralls-python
    
  • PyPi (πŸ“₯ 530K / month Β· πŸ“¦ 9.6K Β· ⏱️ 11.11.2021):

     pip install coveralls
    
  • Conda (πŸ“₯ 1.1M Β· ⏱️ 16.06.2023):

     conda install -c conda-forge coveralls
    
pytest-asyncio (πŸ₯‰29 Β· ⭐ 1.3K Β· πŸ“‰) - Asyncio support for pytest. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 130 Β· πŸ“₯ 540 Β· πŸ“‹ 300 - 12% open Β· ⏱️ 09.02.2024):

     git clone https://github.com/pytest-dev/pytest-asyncio
    
  • PyPi (πŸ“₯ 11M / month):

     pip install pytest-asyncio
    
  • Conda (πŸ“₯ 1.9M Β· ⏱️ 09.02.2024):

     conda install -c conda-forge pytest-asyncio
    
pytest-benchmark (πŸ₯‰29 Β· ⭐ 1.2K) - py.test fixture for benchmarking code. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 110 Β· πŸ“¦ 8.3K Β· πŸ“‹ 180 - 50% open Β· ⏱️ 15.12.2023):

     git clone https://github.com/ionelmc/pytest-benchmark
    
  • PyPi (πŸ“₯ 1.2M / month):

     pip install pytest-benchmark
    
  • Conda (πŸ“₯ 2M Β· ⏱️ 16.06.2023):

     conda install -c conda-forge pytest-benchmark
    
ddt (πŸ₯‰29 Β· ⭐ 430) - Data-Driven Tests for Python Unittest. MIT
  • GitHub (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 110 Β· πŸ“¦ 5.5K Β· πŸ“‹ 53 - 15% open Β· ⏱️ 03.01.2024):

     git clone https://github.com/datadriventests/ddt
    
  • PyPi (πŸ“₯ 560K / month):

     pip install ddt
    
  • Conda (πŸ“₯ 92K Β· ⏱️ 03.01.2024):

     conda install -c conda-forge ddt
    
pytest-randomly (πŸ₯‰28 Β· ⭐ 570) - Pytest plugin to randomly order tests and control random.seed. MIT
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 31 Β· πŸ“¦ 7.9K Β· πŸ“‹ 61 - 11% open Β· ⏱️ 20.02.2024):

     git clone https://github.com/pytest-dev/pytest-randomly
    
  • PyPi (πŸ“₯ 2.8M / month Β· πŸ“¦ 300 Β· ⏱️ 15.08.2023):

     pip install pytest-randomly
    
  • Conda (πŸ“₯ 180K Β· ⏱️ 15.08.2023):

     conda install -c conda-forge pytest-randomly
    
pytest-testmon (πŸ₯‰27 Β· ⭐ 760) - Selects tests affected by changed files. Executes the right.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 49 Β· πŸ“¦ 1.2K Β· πŸ“‹ 150 - 16% open Β· ⏱️ 23.11.2023):

     git clone https://github.com/tarpas/pytest-testmon
    
  • PyPi (πŸ“₯ 190K / month):

     pip install pytest-testmon
    
  • Conda (πŸ“₯ 41K Β· ⏱️ 16.06.2023):

     conda install -c conda-forge pytest-testmon
    
pytest-mypy (πŸ₯‰27 Β· ⭐ 240) - Mypy static type checker plugin for Pytest. MIT
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 33 Β· πŸ“¦ 3.9K Β· πŸ“‹ 64 - 15% open Β· ⏱️ 14.02.2024):

     git clone https://github.com/dbader/pytest-mypy
    
  • PyPi (πŸ“₯ 290K / month Β· πŸ“¦ 510 Β· ⏱️ 18.12.2022):

     pip install pytest-mypy
    
  • Conda (πŸ“₯ 95K Β· ⏱️ 16.06.2023):

     conda install -c conda-forge pytest-mypy
    
pytest-testinfra (πŸ₯‰26 Β· ⭐ 2.3K) - Testinfra test your infrastructures. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 340 Β· πŸ“‹ 340 - 36% open Β· ⏱️ 15.02.2024):

     git clone https://github.com/pytest-dev/pytest-testinfra
    
  • PyPi (πŸ“₯ 390K / month):

     pip install pytest-testinfra
    
  • Conda (πŸ“₯ 15K Β· ⏱️ 19.11.2023):

     conda install -c conda-forge pytest-testinfra
    
green (πŸ₯‰26 Β· ⭐ 780) - Green is a clean, colorful, fast python test runner. MIT
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 73 Β· πŸ“‹ 180 - 3% open Β· ⏱️ 15.02.2024):

     git clone https://github.com/CleanCut/green
    
  • PyPi (πŸ“₯ 18K / month):

     pip install green
    
  • Conda (πŸ“₯ 130K Β· ⏱️ 28.09.2023):

     conda install -c conda-forge green
    
Mamba Test Runner (πŸ₯‰25 Β· ⭐ 520) - The definitive testing tool for Python. Born under the banner.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 64 Β· πŸ“¦ 920 Β· πŸ“‹ 81 - 35% open Β· ⏱️ 09.11.2023):

     git clone https://github.com/nestorsalceda/mamba
    
  • PyPi (πŸ“₯ 7.2K / month):

     pip install mamba
    
pytest-docker (πŸ₯‰25 Β· ⭐ 380) - Docker-based integration tests. MIT
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 67 Β· πŸ“₯ 130 Β· πŸ“‹ 52 - 28% open Β· ⏱️ 02.02.2024):

     git clone https://github.com/avast/pytest-docker
    
  • PyPi (πŸ“₯ 170K / month Β· πŸ“¦ 61 Β· ⏱️ 02.02.2024):

     pip install pytest-docker
    
xdoctest (πŸ₯‰24 Β· ⭐ 200) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 11 Β· πŸ“‹ 49 - 42% open Β· ⏱️ 30.01.2024):

     git clone https://github.com/Erotemic/xdoctest
    
  • PyPi (πŸ“₯ 220K / month Β· πŸ“¦ 120 Β· ⏱️ 30.01.2024):

     pip install xdoctest
    
  • Conda (πŸ“₯ 200K Β· ⏱️ 30.01.2024):

     conda install -c conda-forge xdoctest
    
Show 13 hidden projects...
  • nose (πŸ₯ˆ30 Β· ⭐ 1.4K Β· πŸ’€) - nose is nicer testing for python. ❗Unlicensed
  • pytest-sugar (πŸ₯ˆ30 Β· ⭐ 1.2K) - a plugin for py.test that changes the default look.. ❗Unlicensed
  • nose2 (πŸ₯ˆ30 Β· ⭐ 770) - The successor to nose, based on unittest2. ❗Unlicensed
  • PyHamcrest (πŸ₯‰28 Β· ⭐ 740) - Hamcrest matchers for Python. ❗Unlicensed
  • uiautomator (πŸ₯‰25 Β· ⭐ 2K Β· πŸ’€) - Python wrapper of Android uiautomator test tool. MIT
  • pytest-lazy-fixture (πŸ₯‰24 Β· ⭐ 360 Β· πŸ’€) - It helps to use fixtures in pytest.mark.parametrize. MIT
  • pytest-watch (πŸ₯‰23 Β· ⭐ 720 Β· πŸ’€) - Local continuous test runner with pytest and watchdog. MIT
  • pytest-plugins (πŸ₯‰23 Β· ⭐ 540 Β· πŸ’€) - A grab-bag of nifty pytest plugins. MIT
  • sixpack (πŸ₯‰21 Β· ⭐ 1.8K Β· πŸ’€) - Sixpack is a language-agnostic a/b-testing framework. BSD-2
  • pytest-datadir (πŸ₯‰21 Β· ⭐ 220) - pytest plugin for manipulating test data directories.. ❗Unlicensed
  • fake2db (πŸ₯‰18 Β· ⭐ 2.3K Β· πŸ’€) - create custom test databases that are populated with fake data. ❗️GPL-2.0
  • assertpy (πŸ₯‰13 Β· ⭐ 19 Β· πŸ’€) - Simple assertion library for unit testing in python with a fluent API. BSD-3
  • pytest-play (πŸ₯‰12 Β· ⭐ 68 Β· πŸ’€) - pytest plugin that let you automate actions and.. Apache-2

Code Packaging

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πŸ”—Β Python.org Packaging - An Overview of Packaging for Python.

pyinstaller (πŸ₯‡42 Β· ⭐ 11K) - Freeze (package) Python programs into stand-alone executables. ❗️GPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 460 Β· πŸ”€ 1.8K Β· πŸ“₯ 740K Β· πŸ“¦ 55K Β· πŸ“‹ 5.2K - 5% open Β· ⏱️ 21.02.2024):

     git clone https://github.com/pyinstaller/pyinstaller
    
  • PyPi (πŸ“₯ 2.1M / month):

     pip install pyinstaller
    
  • Conda (πŸ“₯ 530K Β· ⏱️ 10.02.2024):

     conda install -c conda-forge pyinstaller
    
Nuitka (πŸ₯‡39 Β· ⭐ 10K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 170 Β· πŸ”€ 570 Β· πŸ“¦ 1.8K Β· πŸ“‹ 2.1K - 6% open Β· ⏱️ 18.02.2024):

     git clone https://github.com/Nuitka/Nuitka
    
  • PyPi (πŸ“₯ 110K / month Β· πŸ“¦ 67 Β· ⏱️ 18.02.2024):

     pip install nuitka
    
  • Conda (πŸ“₯ 620K Β· ⏱️ 18.02.2024):

     conda install -c conda-forge nuitka
    
packaging (πŸ₯ˆ37 Β· ⭐ 570) - Core utilities for Python packages. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 250 Β· πŸ“₯ 780 Β· πŸ“¦ 1.1M Β· πŸ“‹ 370 - 23% open Β· ⏱️ 17.01.2024):

     git clone https://github.com/pypa/packaging
    
  • PyPi (πŸ“₯ 280M / month Β· πŸ“¦ 20K Β· ⏱️ 01.10.2023):

     pip install packaging
    
  • Conda (πŸ“₯ 43M Β· ⏱️ 01.10.2023):

     conda install -c conda-forge packaging
    
pex (πŸ₯ˆ34 Β· ⭐ 2.4K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 240 Β· πŸ“₯ 3.5M Β· πŸ“¦ 550 Β· πŸ“‹ 1.1K - 13% open Β· ⏱️ 18.02.2024):

     git clone https://github.com/pantsbuild/pex
    
  • PyPi (πŸ“₯ 1.5M / month):

     pip install pex
    
briefcase (πŸ₯ˆ33 Β· ⭐ 2.2K) - Tools to support converting a Python project into a standalone.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 310 Β· πŸ“₯ 240 Β· πŸ“¦ 520 Β· πŸ“‹ 710 - 18% open Β· ⏱️ 19.02.2024):

     git clone https://github.com/beeware/briefcase
    
  • PyPi (πŸ“₯ 8.9K / month Β· πŸ“¦ 19 Β· ⏱️ 06.02.2024):

     pip install briefcase
    
cx_Freeze (πŸ₯‰27 Β· ⭐ 1.2K) - Create standalone executables from Python scripts, with the.. ❗Unlicensed
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 200 Β· πŸ“‹ 910 - 5% open Β· ⏱️ 21.02.2024):

     git clone https://github.com/marcelotduarte/cx_Freeze
    
  • PyPi (πŸ“₯ 150K / month):

     pip install cx_freeze
    
  • Conda (πŸ“₯ 290K Β· ⏱️ 10.02.2024):

     conda install -c conda-forge cx_freeze
    
shiv (πŸ₯‰23 Β· ⭐ 1.7K) - shiv is a command line utility for building fully self contained Python.. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 90 Β· πŸ“₯ 660 Β· πŸ“‹ 120 - 35% open Β· ⏱️ 05.02.2024):

     git clone https://github.com/linkedin/shiv
    
  • PyPi (πŸ“₯ 31K / month):

     pip install shiv
    
xar (πŸ₯‰21 Β· ⭐ 1.6K) - executable archive format. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 55 Β· πŸ“¦ 28 Β· πŸ“‹ 33 - 24% open Β· ⏱️ 28.12.2023):

     git clone https://github.com/facebookincubator/xar
    
  • PyPi (πŸ“₯ 310 / month Β· ⏱️ 02.12.2020):

     pip install xar
    
Show 7 hidden projects...
  • PyOxidizer (πŸ₯ˆ28 Β· ⭐ 5.1K Β· πŸ’€) - A modern Python application packaging and distribution tool. MPL-2.0
  • py2app (πŸ₯‰25 Β· ⭐ 300 Β· πŸ’€) - py2app is a Python setuptools command which will allow you to.. ❗Unlicensed
  • constructor (πŸ₯‰23 Β· ⭐ 430) - tool for creating installers from conda packages. ❗Unlicensed
  • py2exe (πŸ₯‰22 Β· ⭐ 720) - Create standalone Windows programs from Python code. ❗Unlicensed
  • pynsist (πŸ₯‰19 Β· ⭐ 860 Β· πŸ’€) - Build Windows installers for Python applications. ❗Unlicensed
  • subpar (πŸ₯‰13 Β· ⭐ 570 Β· πŸ’€) - Subpar is a utility for creating self-contained python.. Apache-2
  • pyship (πŸ₯‰11 Β· ⭐ 37 Β· πŸ’€) - pyship - ship Python desktop apps to end users. MIT

Build Tools

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setuptools (πŸ₯‡45 Β· ⭐ 2.3K) - Official project repository for the Setuptools build system. MIT
  • GitHub (πŸ‘¨β€πŸ’» 590 Β· πŸ”€ 1K Β· πŸ“¦ 470K Β· πŸ“‹ 2.4K - 23% open Β· ⏱️ 22.02.2024):

     git clone https://github.com/pypa/setuptools
    
  • PyPi (πŸ“₯ 340M / month):

     pip install setuptools
    
  • Conda (πŸ“₯ 100M Β· ⏱️ 19.02.2024):

     conda install -c conda-forge setuptools
    
twine (πŸ₯‡38 Β· ⭐ 1.5K) - Utilities for interacting with PyPI. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 290 Β· πŸ“₯ 1 Β· πŸ“¦ 100K Β· πŸ“‹ 480 - 9% open Β· ⏱️ 14.02.2024):

     git clone https://github.com/pypa/twine
    
  • PyPi (πŸ“₯ 4.8M / month):

     pip install twine
    
  • Conda (πŸ“₯ 920K Β· ⏱️ 11.02.2024):

     conda install -c conda-forge twine
    
wheel (πŸ₯ˆ37 Β· ⭐ 470) - The official binary distribution format for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 79 Β· πŸ”€ 130 Β· πŸ“¦ 250K Β· πŸ“‹ 380 - 10% open Β· ⏱️ 05.02.2024):

     git clone https://github.com/pypa/wheel
    
  • PyPi (πŸ“₯ 350M / month):

     pip install wheel
    
  • Conda (πŸ“₯ 85M Β· ⏱️ 26.11.2023):

     conda install -c conda-forge wheel
    
buildbot (πŸ₯ˆ36 Β· ⭐ 5.1K) - Python-based continuous integration testing framework; your pull.. ❗️GPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 860 Β· πŸ”€ 1.5K Β· πŸ“₯ 37K Β· πŸ“¦ 350 Β· πŸ“‹ 1.6K - 44% open Β· ⏱️ 18.02.2024):

     git clone https://github.com/buildbot/buildbot
    
  • PyPi (πŸ“₯ 21K / month):

     pip install buildbot
    
  • Conda (πŸ“₯ 93K Β· ⏱️ 25.01.2024):

     conda install -c conda-forge buildbot
    
invoke (πŸ₯ˆ35 Β· ⭐ 4.2K) - Pythonic task management & command execution. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 390 Β· πŸ“¦ 24K Β· πŸ“‹ 800 - 49% open Β· ⏱️ 01.12.2023):

     git clone https://github.com/pyinvoke/invoke
    
  • PyPi (πŸ“₯ 7.8M / month Β· πŸ“¦ 2.8K Β· ⏱️ 12.07.2023):

     pip install invoke
    
  • Conda (πŸ“₯ 960K Β· ⏱️ 13.07.2023):

     conda install -c conda-forge invoke
    
setuptools_scm (πŸ₯ˆ35 Β· ⭐ 800 Β· πŸ“ˆ) - the blessed package to manage your versions by scm tags. MIT
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 220 Β· πŸ“‹ 560 - 15% open Β· ⏱️ 21.02.2024):

     git clone https://github.com/pypa/setuptools_scm
    
  • PyPi (πŸ“₯ 28M / month Β· πŸ“¦ 830 Β· ⏱️ 02.10.2023):

     pip install setuptools_scm
    
  • Conda (πŸ“₯ 2.1M Β· ⏱️ 04.10.2023):

     conda install -c conda-forge setuptools_scm
    
scons (πŸ₯‰33 Β· ⭐ 1.9K) - SCons - a software construction tool. MIT
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 300 Β· πŸ“₯ 1.5K Β· πŸ“‹ 3.4K - 18% open Β· ⏱️ 17.02.2024):

     git clone https://github.com/SCons/scons
    
  • PyPi (πŸ“₯ 450K / month):

     pip install scons
    
  • Conda (πŸ“₯ 540K Β· ⏱️ 02.01.2024):

     conda install -c conda-forge scons
    
flit (πŸ₯‰30 Β· ⭐ 2.1K) - Simplified packaging of Python modules. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 130 Β· πŸ“¦ 1.7K Β· πŸ“‹ 420 - 31% open Β· ⏱️ 28.01.2024):

     git clone https://github.com/pypa/flit
    
  • PyPi (πŸ“₯ 350K / month Β· πŸ“¦ 530 Β· ⏱️ 14.05.2023):

     pip install flit
    
  • Conda (πŸ“₯ 180K Β· ⏱️ 16.06.2023):

     conda install -c conda-forge flit
    
pybuilder (πŸ₯‰28 Β· ⭐ 1.6K) - Software build automation tool for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 260 Β· πŸ“‹ 520 - 19% open Β· ⏱️ 14.02.2024):

     git clone https://github.com/pybuilder/pybuilder
    
  • PyPi (πŸ“₯ 32K / month Β· πŸ“¦ 60 Β· ⏱️ 14.02.2024):

     pip install pybuilder
    
  • Conda (πŸ“₯ 64K Β· ⏱️ 14.02.2024):

     conda install -c conda-forge pybuilder
    
universal-build (πŸ₯‰15 Β· ⭐ 21 Β· πŸ’€) - Universal build utilities for containerized build pipelines. MIT
  • GitHub (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 7 Β· πŸ“₯ 19 Β· πŸ“¦ 12 Β· πŸ“‹ 4 - 25% open Β· ⏱️ 15.09.2022):

     git clone https://github.com/ml-tooling/universal-build
    
  • PyPi (πŸ“₯ 300 / month Β· πŸ“¦ 7 Β· ⏱️ 16.11.2021):

     pip install universal-build
    
Show 4 hidden projects...
  • doit (πŸ₯‰30 Β· ⭐ 1.8K Β· πŸ’€) - task management & automation tool. MIT
  • buildout (πŸ₯‰21 Β· ⭐ 570 Β· πŸ’€) - Buildout is a deployment automation tool written in and.. ❗Unlicensed
  • paver (πŸ₯‰17 Β· ⭐ 460 Β· πŸ’€) - Python-based project scripting. ❗Unlicensed
  • pynt (πŸ₯‰16 Β· ⭐ 160 Β· πŸ’€) - A pynt of Python build. MIT

System Monitoring & Profiling

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psutil (πŸ₯‡44 Β· ⭐ 9.8K) - Cross-platform lib for process and system monitoring in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 1.3K Β· πŸ“¦ 440K Β· πŸ“‹ 1.7K - 16% open Β· ⏱️ 20.02.2024):

     git clone https://github.com/giampaolo/psutil
    
  • PyPi (πŸ“₯ 92M / month):

     pip install psutil
    
  • Conda (πŸ“₯ 28M Β· ⏱️ 08.02.2024):

     conda install -c conda-forge psutil
    
Glances (πŸ₯‡36 Β· ⭐ 24K) - Glances an Eye on your system. A top/htop alternative for.. ❗️LGPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 1.5K Β· πŸ“₯ 1.6K Β· πŸ“¦ 810 Β· πŸ“‹ 1.8K - 13% open Β· ⏱️ 18.02.2024):

     git clone https://github.com/nicolargo/glances
    
  • PyPi (πŸ“₯ 200K / month Β· πŸ“¦ 52 Β· ⏱️ 20.05.2023):

     pip install glances
    
  • Conda (πŸ“₯ 210K Β· ⏱️ 05.06.2023):

     conda install -c conda-forge glances
    
Scalene (πŸ₯ˆ33 Β· ⭐ 11K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 370 Β· πŸ“¦ 580 Β· πŸ“‹ 430 - 36% open Β· ⏱️ 20.02.2024):

     git clone https://github.com/plasma-umass/scalene
    
  • PyPi (πŸ“₯ 29K / month Β· πŸ“¦ 6 Β· ⏱️ 28.01.2024):

     pip install scalene
    
memray (πŸ₯ˆ32 Β· ⭐ 12K) - Memray is a memory profiler for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 380 Β· πŸ“¦ 300 Β· πŸ“‹ 150 - 13% open Β· ⏱️ 13.02.2024):

     git clone https://github.com/bloomberg/memray
    
  • PyPi (πŸ“₯ 400K / month Β· πŸ“¦ 19 Β· ⏱️ 04.12.2023):

     pip install memray
    
  • Conda (πŸ“₯ 92K Β· ⏱️ 15.02.2024):

     conda install -c conda-forge memray
    
py-spy (πŸ₯ˆ31 Β· ⭐ 12K) - Sampling profiler for Python programs. MIT
  • GitHub (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 380 Β· πŸ“₯ 15K Β· πŸ“¦ 3.6K Β· πŸ“‹ 340 - 43% open Β· ⏱️ 16.12.2023):

     git clone https://github.com/benfred/py-spy
    
  • PyPi (πŸ“₯ 1.6M / month Β· πŸ“¦ 51 Β· ⏱️ 07.09.2022):

     pip install py-spy
    
  • Conda (πŸ“₯ 510K Β· ⏱️ 16.06.2023):

     conda install -c conda-forge py-spy
    
  • Cargo (πŸ“₯ 560 / month Β· πŸ“¦ 1 Β· ⏱️ 07.09.2022):

     cargo install py-spy
    
pyinstrument (πŸ₯ˆ31 Β· ⭐ 6K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 55 Β· πŸ”€ 240 Β· πŸ“¦ 2K Β· πŸ“‹ 140 - 17% open Β· ⏱️ 06.02.2024):

     git clone https://github.com/joerick/pyinstrument
    
  • PyPi (πŸ“₯ 770K / month Β· πŸ“¦ 140 Β· ⏱️ 26.01.2024):

     pip install pyinstrument
    
  • Conda (πŸ“₯ 290K Β· ⏱️ 26.01.2024):

     conda install -c conda-forge pyinstrument
    
Yappi (πŸ₯ˆ30 Β· ⭐ 1.3K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 72 Β· πŸ“¦ 1.1K Β· πŸ“‹ 80 - 25% open Β· ⏱️ 18.12.2023):

     git clone https://github.com/sumerc/yappi
    
  • PyPi (πŸ“₯ 2.5M / month Β· πŸ“¦ 350 Β· ⏱️ 07.12.2023):

     pip install yappi
    
  • Conda (πŸ“₯ 170K Β· ⏱️ 07.12.2023):

     conda install -c conda-forge yappi
    
line_profiler (πŸ₯‰27 Β· ⭐ 2.4K) - Line-by-line profiling for Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 110 Β· πŸ“‹ 93 - 44% open Β· ⏱️ 05.12.2023):

     git clone https://github.com/pyutils/line_profiler
    
  • PyPi (πŸ“₯ 500K / month Β· πŸ“¦ 100 Β· ⏱️ 03.11.2023):

     pip install line_profiler
    
  • Conda (πŸ“₯ 490K Β· ⏱️ 27.09.2023):

     conda install -c conda-forge line_profiler
    
Diamond (πŸ₯‰25 Β· ⭐ 1.7K Β· πŸ“‰) - Diamond is a python daemon that collects system metrics and publishes.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 390 Β· πŸ”€ 570 Β· πŸ“¦ 160 Β· πŸ“‹ 240 - 27% open Β· ⏱️ 01.11.2023):

     git clone https://github.com/python-diamond/Diamond
    
  • PyPi (πŸ“₯ 6.4K / month):

     pip install diamond
    
Show 9 hidden projects...
  • Bpytop (πŸ₯‰28 Β· ⭐ 9.8K Β· πŸ’€) - Linux/OSX/FreeBSD resource monitor. Apache-2
  • memory_profiler (πŸ₯‰26 Β· ⭐ 4K Β· πŸ’€) - Monitor Memory usage of Python code. BSD-3
  • vprof (πŸ₯‰23 Β· ⭐ 3.9K Β· πŸ’€) - Visual profiler for Python. BSD-2
  • memory-profiler (πŸ₯‰22 Β· ⭐ 4.2K) - Monitor Memory usage of Python code. ❗Unlicensed
  • Profiling (πŸ₯‰21 Β· ⭐ 3K Β· πŸ’€) - Was an interactive continuous Python profiler. BSD-3
  • pympler (πŸ₯‰21 Β· ⭐ 1.1K Β· πŸ’€) - Development tool to measure, monitor and analyze the memory.. Apache-2
  • heartrate (πŸ₯‰18 Β· ⭐ 1.7K Β· πŸ’€) - Simple real time visualisation of the execution of a Python program. MIT
  • pyheat (πŸ₯‰16 Β· ⭐ 800 Β· πŸ’€) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
  • livepython (πŸ₯‰13 Β· ⭐ 2.5K Β· πŸ’€) - Visually trace Python code in real-time. MIT

AST Tools

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executing (πŸ₯‡31 Β· ⭐ 300) - Get information about what a Python frame is currently doing,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 31 Β· πŸ“¦ 150K Β· πŸ“‹ 38 - 34% open Β· ⏱️ 06.11.2023):

     git clone https://github.com/alexmojaki/executing
    
  • PyPi (πŸ“₯ 28M / month):

     pip install executing
    
  • Conda (πŸ“₯ 10M Β· ⏱️ 29.10.2023):

     conda install -c conda-forge executing
    
astor (πŸ₯ˆ28 Β· ⭐ 760) - Python AST read/write. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 98 Β· πŸ“‹ 120 - 33% open Β· ⏱️ 11.01.2024):

     git clone https://github.com/berkerpeksag/astor
    
  • PyPi (πŸ“₯ 5.6M / month Β· πŸ“¦ 2.2K Β· ⏱️ 10.12.2019):

     pip install astor
    
  • Conda (πŸ“₯ 2.3M Β· ⏱️ 16.06.2023):

     conda install -c conda-forge astor
    
typed_ast (πŸ₯ˆ28 Β· ⭐ 220 Β· πŸ’€) - Modified fork of CPythons ast module that parses `# type:`.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 57 Β· πŸ“‹ 87 - 1% open Β· ⏱️ 03.07.2023):

     git clone https://github.com/python/typed_ast
    
  • PyPi (πŸ“₯ 7.1M / month Β· πŸ“¦ 5.6K Β· ⏱️ 04.07.2023):

     pip install typed_ast
    
  • Conda (πŸ“₯ 6.3M Β· ⏱️ 22.09.2023):

     conda install -c conda-forge typed-ast
    
gast (πŸ₯‰27 Β· ⭐ 130) - Python AST that abstracts the underlying Python version. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 32 Β· πŸ“¦ 150K Β· πŸ“‹ 35 - 5% open Β· ⏱️ 19.12.2023):

     git clone https://github.com/serge-sans-paille/gast
    
  • PyPi (πŸ“₯ 16M / month Β· πŸ“¦ 2K Β· ⏱️ 29.04.2023):

     pip install gast
    
  • Conda (πŸ“₯ 2.6M Β· ⏱️ 03.07.2023):

     conda install -c conda-forge gast
    
asteval (πŸ₯‰23 Β· ⭐ 160) - minimalistic evaluator of python expression using ast module. MIT
  • GitHub (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 39 Β· πŸ“‹ 65 - 6% open Β· ⏱️ 06.11.2023):

     git clone https://github.com/newville/asteval
    
  • PyPi (πŸ“₯ 340K / month Β· πŸ“¦ 180 Β· ⏱️ 16.07.2023):

     pip install asteval
    
  • Conda (πŸ“₯ 360K Β· ⏱️ 16.07.2023):

     conda install -c conda-forge asteval
    
Show 1 hidden projects...
  • astunparse (πŸ₯ˆ28 Β· ⭐ 210 Β· πŸ’€) - An AST unparser for Python. BSD-3

Others

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pre-commit (πŸ₯‡41 Β· ⭐ 12K) - A framework for managing and maintaining multi-language pre-commit.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 790 Β· πŸ“₯ 1M Β· πŸ“¦ 180K Β· πŸ“‹ 1.9K - 1% open Β· ⏱️ 20.02.2024):

     git clone https://github.com/pre-commit/pre-commit
    
  • PyPi (πŸ“₯ 18M / month Β· πŸ“¦ 7.1K Β· ⏱️ 18.02.2024):

     pip install pre-commit
    
  • Conda (πŸ“₯ 4.1M Β· ⏱️ 18.02.2024):

     conda install -c conda-forge pre-commit
    

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Contribution

Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways:

  • Open an issue by selecting one of the provided categories from the issue page and fill in the requested information.
  • Modify the projects.yaml with your additions or changes, and submit a pull request. This can also be done directly via the Github UI.

If you like to contribute to or share suggestions regarding the project metadata collection or markdown generation, please refer to the best-of-generator repository. If you like to create your own best-of list, we recommend to follow this guide.

For more information on how to add or update projects, please read the contribution guidelines. By participating in this project, you agree to abide by its Code of Conduct.

License

CC0