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🏆 A ranked list of awesome python developer tools and libraries. Updated weekly.

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ml-tooling/best-of-python-dev

🏆  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 1.1M 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 anissue, submit apull request, or directly edit theprojects.yaml. Contributions are very welcome!

🧙‍♂️  Discover otherbest-of lists or createyour own.
📫  Subscribe to ournewsletter for updates and trending projects.

Contents

Explanation

  • 🥇🥈🥉  Combined project-quality score
  • ⭐️  Star count from GitHub
  • 🐣  New project(less than 6 months old)
  • 💤  Inactive project(6 months no activity)
  • 💀  Dead project(12 months no activity)
  • 📈📉  Project is trending up or down
  • ➕  Project was recently added
  • ❗️  Warning(e.g. missing/risky license)
  • 👨‍💻  Contributors count from GitHub
  • 🔀  Fork count from GitHub
  • 📋  Issue count from GitHub
  • ⏱️  Last update timestamp on package manager
  • 📥  Download count from package manager
  • 📦  Number of dependent projects
  •   Flake8 related project
  •   Pytest related project
  •   Pylint related project
  •   Sphinx related project
  •   MkDocs related project

Linters & Style Checkers

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pylint (🥇44 · ⭐ 5.5K) - Its not just a linter that annoys you!.❗️GPL-2.0

  • GitHub (👨‍💻 610 · 🔀 1.2K · 📥 200 · 📦 480K · 📋 5.8K - 17% open · ⏱️ 14.07.2025):

     git clone https://github.com/PyCQA/pylint

  • PyPi (📥 32M / month · 📦 10K · ⏱️ 04.05.2025):

     pip install pylint

  • Conda (📥 6.4M · ⏱️ 04.05.2025):

     conda install -c conda-forge pylint
flake8 (🥇41 · ⭐ 3.6K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned..MIT

  • GitHub (👨‍💻 180 · 🔀 330 · 📦 660K · 📋 1.6K - 1% open · ⏱️ 20.06.2025):

     git clone https://github.com/PyCQA/flake8

  • PyPi (📥 48M / month · 📦 27K · ⏱️ 20.06.2025):

     pip install flake8

  • Conda (📥 8.9M · ⏱️ 26.06.2025):

     conda install -c conda-forge flake8
wemake-python-styleguide (🥇38 · ⭐ 2.7K) - The strictest and most opinionated python linter ever!.MIT

  • GitHub (👨‍💻 210 · 🔀 400 · 📦 18K · 📋 1.1K - 1% open · ⏱️ 14.07.2025):

     git clone https://github.com/wemake-services/wemake-python-styleguide

  • PyPi (📥 250K / month · 📦 100 · ⏱️ 13.07.2025):

     pip install wemake-python-styleguide
pyflakes (🥇36 · ⭐ 1.4K) - A simple program which checks Python source files for errors.MIT

  • GitHub (👨‍💻 88 · 🔀 180 · 📦 320K · 📋 550 - 10% open · ⏱️ 20.06.2025):

     git clone https://github.com/PyCQA/pyflakes

  • PyPi (📥 53M / month · 📦 1.3K · ⏱️ 20.06.2025):

     pip install pyflakes

  • Conda (📥 8.8M · ⏱️ 21.06.2025):

     conda install -c conda-forge pyflakes
pycodestyle (🥈35 · ⭐ 5.1K) - Simple Python style checker in one Python file.MIT

  • GitHub (👨‍💻 140 · 🔀 750 · 📋 770 - 13% open · ⏱️ 23.06.2025):

     git clone https://github.com/PyCQA/pycodestyle

  • PyPi (📥 70M / month · 📦 2.2K · ⏱️ 20.06.2025):

     pip install pycodestyle

  • Conda (📥 9.2M · ⏱️ 22.06.2025):

     conda install -c conda-forge pycodestyle
beartype (🥈35 · ⭐ 3.1K) - Unbearably fast near-real-time hybrid runtime-static type-checking in..MIT

  • GitHub (👨‍💻 26 · 🔀 62 · 📦 7.4K · 📋 420 - 23% open · ⏱️ 17.07.2025):

     git clone https://github.com/beartype/beartype

  • PyPi (📥 6M / month · 📦 710 · ⏱️ 22.05.2025):

     pip install beartype

  • Conda (📥 380K · ⏱️ 22.05.2025):

     conda install -c conda-forge beartype
parso (🥈33 · ⭐ 650) - A Python Parser.MIT

  • GitHub (👨‍💻 50 · 🔀 110 · 📦 580K · 📋 120 - 10% open · ⏱️ 24.06.2025):

     git clone https://github.com/davidhalter/parso

  • PyPi (📥 65M / month · 📦 800 · ⏱️ 05.04.2024):

     pip install parso

  • Conda (📥 29M · ⏱️ 22.04.2025):

     conda install -c conda-forge parso
flake8-bugbear (🥈31 · ⭐ 1.1K) - A plugin for Flake8 finding likely bugs and design problems..MIT

  • GitHub (👨‍💻 89 · 🔀 110 · 📦 41K · 📋 240 - 25% open · ⏱️ 23.06.2025):

     git clone https://github.com/PyCQA/flake8-bugbear

  • PyPi (📥 3.8M / month · 📦 1.2K · ⏱️ 12.12.2024):

     pip install flake8-bugbear

  • Conda (📥 860K · ⏱️ 22.04.2025):

     conda install -c conda-forge flake8-bugbear
ruff (🥈30 · ⭐ 41K · 📉) - An extremely fast Python linter and code formatter, written in Rust.MIT

  • GitHub (🔀 1.4K):

     git clone https://github.com/charliermarsh/ruff

  • PyPi (📥 65M / month · 📦 16K · ⏱️ 11.07.2025):

     pip install ruff

  • Conda (📥 4.3M · ⏱️ 12.07.2025):

     conda install -c conda-forge ruff
pylint-django (🥈29 · ⭐ 610) - Pylint plugin for improving code analysis for when..❗️GPL-3.0

  • GitHub (👨‍💻 71 · 🔀 120 · 📥 420 · 📦 32K · 📋 240 - 27% open · ⏱️ 24.06.2025):

     git clone https://github.com/PyCQA/pylint-django

  • PyPi (📥 1.8M / month · 📦 120 · ⏱️ 10.10.2024):

     pip install pylint-django

  • Conda (📥 260K · ⏱️ 22.04.2025):

     conda install -c conda-forge pylint-django
flake8-comprehensions (🥈29 · ⭐ 470) - A flake8 plugin to help you write better..MIT

  • GitHub (👨‍💻 16 · 🔀 23 · 📦 29K · 📋 61 - 8% open · ⏱️ 14.07.2025):

     git clone https://github.com/adamchainz/flake8-comprehensions

  • PyPi (📥 1.3M / month · 📦 700 · ⏱️ 27.10.2024):

     pip install flake8-comprehensions

  • Conda (📥 860K · ⏱️ 22.04.2025):

     conda install -c conda-forge flake8-comprehensions
flake8-isort (🥈28 · ⭐ 180) - flake8 plugin that integrates isort.❗️GPL-2.0

  • GitHub (👨‍💻 40 · 🔀 180 · 📦 28K · 📋 58 - 1% open · ⏱️ 29.01.2025):

     git clone https://github.com/gforcada/flake8-isort

  • PyPi (📥 1.5M / month · 📦 580 · ⏱️ 29.01.2025):

     pip install flake8-isort

  • Conda (📥 83K · ⏱️ 22.04.2025):

     conda install -c conda-forge flake8-isort
flake8-import-order (🥈27 · ⭐ 280) - Flake8 plugin that checks import order against..❗️LGPL-3.0

  • GitHub (👨‍💻 49 · 🔀 73 · 📥 9 · 📋 110 - 7% open · ⏱️ 01.07.2025):

     git clone https://github.com/PyCQA/flake8-import-order

  • PyPi (📥 1M / month · 📦 650 · ⏱️ 24.06.2025):

     pip install flake8-import-order

  • Conda (📥 300K · ⏱️ 26.06.2025):

     conda install -c conda-forge flake8-import-order
hacking (🥈27 · ⭐ 240 · 💤) - OpenStack Hacking Style Checks. Mirror of code maintained at..Apache-2

  • GitHub (👨‍💻 190 · 🔀 66 · 📦 7.8K · ⏱️ 19.12.2024):

     git clone https://github.com/openstack/hacking

  • PyPi (📥 130K / month · 📦 93 · ⏱️ 16.08.2024):

     pip install hacking
flake8-eradicate (🥉26 · ⭐ 310 · 💤) - Flake8 plugin to find commented out or dead code.MIT

  • GitHub (👨‍💻 17 · 🔀 13 · 📦 20K · 📋 40 - 20% open · ⏱️ 31.12.2024):

     git clone https://github.com/wemake-services/flake8-eradicate

  • PyPi (📥 880K / month · 📦 170 · ⏱️ 31.05.2023):

     pip install flake8-eradicate

  • Conda (📥 23K · ⏱️ 22.04.2025):

     conda install -c conda-forge flake8-eradicate
check-manifest (🥉26 · ⭐ 290) - Tool to check the completeness of MANIFEST.in for Python packages.MIT

  • GitHub (👨‍💻 22 · 🔀 38 · 📦 12K · 📋 100 - 23% open · ⏱️ 20.01.2025):

     git clone https://github.com/mgedmin/check-manifest

  • PyPi (📥 780K / month · 📦 4.6K · ⏱️ 09.10.2024):

     pip install check-manifest

  • Conda (📥 160K · ⏱️ 22.04.2025):

     conda install -c conda-forge check-manifest
mypy-protobuf (🥉25 · ⭐ 680 · 💤) - open source tools to generate mypy stubs from protobufs.Apache-2

  • GitHub (👨‍💻 39 · 🔀 82 · 📋 140 - 17% open · ⏱️ 22.11.2024):

     git clone https://github.com/dropbox/mypy-protobuf

  • PyPi (📥 5.4M / month · 📦 190 · ⏱️ 01.04.2024):

     pip install mypy-protobuf

  • Conda (📥 160K · ⏱️ 22.04.2025):

     conda install -c conda-forge mypy-protobuf
flake8-black (🥉25 · ⭐ 170) - flake8 plugin to run black for checking Python coding style.MIT

  • GitHub (👨‍💻 10 · 🔀 11 · 📦 8.6K · 📋 29 - 10% open · ⏱️ 08.07.2025):

     git clone https://github.com/peterjc/flake8-black

  • PyPi (📥 900K / month · 📦 490 · ⏱️ 20.12.2022):

     pip install flake8-black

  • Conda (📥 480K · ⏱️ 22.04.2025):

     conda install -c conda-forge flake8-black
nitpick (🥉24 · ⭐ 400) - Enforce the same settings on multiple projects.MIT

  • GitHub (👨‍💻 16 · 🔀 25 · 📥 12 · 📦 1.4K · 📋 130 - 38% open · ⏱️ 06.03.2025):

     git clone https://github.com/andreoliwa/nitpick

  • PyPi (📥 18K / month · 📦 26 · ⏱️ 31.12.2023):

     pip install nitpick
flake8-simplify (🥉22 · ⭐ 190) - A flake8 plugin that helps you to simplify code.MIT

  • GitHub (👨‍💻 16 · 🔀 21 · 📋 130 - 43% open · ⏱️ 01.06.2025):

     git clone https://github.com/MartinThoma/flake8-simplify

  • PyPi (📥 370K / month · 📦 110 · ⏱️ 01.06.2025):

     pip install flake8-simplify

  • Conda (📥 58K · ⏱️ 02.06.2025):

     conda install -c conda-forge flake8-simplify
Show 20 hidden projects...
  • pydocstyle (🥈32 · ⭐ 1.1K · 💀) - docstring style checker.MIT
  • pep8-naming (🥈30 · ⭐ 520) - Naming Convention checker for Python.❗️Saxpath
  • darglint (🥈28 · ⭐ 480 · 💀) - A python documentation linter which checks that the docstring..MIT
  • coala (🥈27 · ⭐ 3.6K · 💀) - coala provides a unified command-line interface for linting and..❗️AGPL-3.0
  • flake8-quotes (🥈27 · ⭐ 180 · 💀) - Flake8 extension for checking quotes in python.MIT
  • pylama (🥉26 · ⭐ 1.1K · 💀) - Code audit tool for python.MIT
  • flake8-commas (🥉26 · ⭐ 130 · 💀) - Flake8 extension for enforcing trailing commas in python.MIT
  • data-science-types (🥉25 · ⭐ 200 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas..Apache-2
  • Fixit (🥉24 · ⭐ 680) - Advanced Python linting framework with auto-fixes and hierarchical..❗Unlicensed
  • flake8-builtins (🥉24 · ⭐ 120 · 💀) - Check for python builtins being used as variables or..❗️GPL-2.0
  • pandas-vet (🥉21 · ⭐ 170 · 💀) - A plugin for Flake8 that checks pandas code.MIT
  • flake8-bandit (🥉21 · ⭐ 110 · 💀) - Automated security testing using bandit and flake8.MIT
  • flakehell (🥉19 · ⭐ 230 · 💀) - Flake8 wrapper to make it nice, legacy-friendly, configurable.MIT
  • flake8-mypy (🥉19 · ⭐ 100 · 💀) - A plugin for flake8 integrating Mypy.MIT
  • pylint-flask (🥉18 · ⭐ 64 · 💀) - A Pylint plugin to analyze Flask applications.❗️GPL-2.0
  • pycycle (🥉17 · ⭐ 350 · 💀) - Tool for pinpointing circular imports in Python. Find cyclic imports..MIT
  • bellybutton (🥉17 · ⭐ 270 · 💀) - Custom Python linting through AST expressions.MIT
  • imhotep (🥉17 · ⭐ 220 · 💀) - A static-analysis bot for Github.MIT
  • yala (🥉15 · ⭐ 16 · 💀) - Yet Another Linter Aggregator.MIT
  • linty_fresh (🥉12 · ⭐ 180 · 💀) - Surface lint errors during code review.Apache-2mypy

Type checkers

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mypy (🥇48 · ⭐ 20K) - Optional static typing for Python.MIT

  • GitHub (👨‍💻 800 · 🔀 3K · 📦 320K · 📋 12K - 25% open · ⏱️ 17.07.2025):

     git clone https://github.com/python/mypy

  • PyPi (📥 64M / month · 📦 25K · ⏱️ 14.07.2025):

     pip install mypy

  • Conda (📥 5.7M · ⏱️ 14.07.2025):

     conda install -c conda-forge mypy
pyright (🥈39 · ⭐ 15K) - Static Type Checker for Python.MIT

  • GitHub (👨‍💻 120 · 🔀 1.7K · 📥 5.1K · 📦 1.4K · 📋 7.1K - 1% open · ⏱️ 08.07.2025):

     git clone https://github.com/Microsoft/pyright

  • npm (📥 1.6M / month · 📦 27 · ⏱️ 08.07.2025):

     npm install pyright
pyre-check (🥉33 · ⭐ 7.1K) - Performant type-checking for python.MIT

  • GitHub (👨‍💻 290 · 🔀 450 · 📦 21 · 📋 460 - 32% open · ⏱️ 16.07.2025):

     git clone https://github.com/facebook/pyre-check

  • PyPi (📥 160K / month · 📦 87 · ⏱️ 07.07.2025):

     pip install pyre-check
pytype (🥉33 · ⭐ 4.9K) - A static type analyzer for Python code.Apache-2

  • GitHub (👨‍💻 110 · 🔀 280 · 📦 4K · 📋 740 - 26% open · ⏱️ 23.06.2025):

     git clone https://github.com/google/pytype

  • PyPi (📥 420K / month · 📦 230 · ⏱️ 11.10.2024):

     pip install pytype

  • Conda (📥 550K · ⏱️ 22.04.2025):

     conda install -c conda-forge pytype
Show 1 hidden projects...
  • typeguard (🥉33 · ⭐ 1.7K) - Run-time type checker for Python.❗Unlicensed

Code Formatters

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black (🥇44 · ⭐ 41K) - The uncompromising Python code formatter.MIT

  • GitHub (👨‍💻 470 · 🔀 2.6K · 📥 120K · 📦 630K · 📋 2.7K - 13% open · ⏱️ 14.07.2025):

     git clone https://github.com/psf/black

  • PyPi (📥 79M / month · 📦 33K · ⏱️ 29.01.2025):

     pip install black

  • Conda (📥 16M · ⏱️ 22.04.2025):

     conda install -c conda-forge black
isort (🥈41 · ⭐ 6.8K) - A Python utility / library to sort imports.MIT

  • GitHub (👨‍💻 320 · 🔀 600 · 📦 560K · 📋 1.3K - 17% open · ⏱️ 19.06.2025):

     git clone https://github.com/PyCQA/isort

  • PyPi (📥 69M / month · 📦 15K · ⏱️ 26.02.2025):

     pip install isort

  • Conda (📥 7.6M · ⏱️ 02.05.2025):

     conda install -c conda-forge isort
yapf (🥈39 · ⭐ 14K) - A formatter for Python files.Apache-2

  • GitHub (👨‍💻 160 · 🔀 890 · 📦 110K · 📋 860 - 46% open · ⏱️ 10.02.2025):

     git clone https://github.com/google/yapf

  • PyPi (📥 9.2M / month · 📦 1.3K · ⏱️ 14.11.2024):

     pip install yapf

  • Conda (📥 2.3M · ⏱️ 22.04.2025):

     conda install -c conda-forge yapf
autopep8 (🥉35 · ⭐ 4.6K · 📉) - A tool that automatically formats Python code to conform to the PEP..MIT

  • GitHub (👨‍💻 64 · 🔀 290 · 📦 230K · 📋 520 - 24% open · ⏱️ 14.01.2025):

     git clone https://github.com/hhatto/autopep8

  • PyPi (📥 6.7M / month · 📦 1.7K · ⏱️ 14.01.2025):

     pip install autopep8

  • Conda (📥 2M · ⏱️ 22.04.2025):

     conda install -c conda-forge autopep8
docformatter (🥉30 · ⭐ 570) - Formats docstrings to follow PEP 257.MIT

  • GitHub (👨‍💻 39 · 🔀 81 · 📥 49 · 📦 4.2K · 📋 170 - 14% open · ⏱️ 12.05.2025):

     git clone https://github.com/myint/docformatter

  • PyPi (📥 1.1M / month · 📦 300 · ⏱️ 11.05.2025):

     pip install docformatter

  • Conda (📥 230K · ⏱️ 11.05.2025):

     conda install -c conda-forge docformatter
autoimport (🥉18 · ⭐ 98 · 💤) - Autoimport automatically fixes wrong import statements.❗️GPL-3.0

  • GitHub (👨‍💻 18 · 🔀 24 · 📦 160 · 📋 49 - 30% open · ⏱️ 01.10.2024):

     git clone https://github.com/lyz-code/autoimport

  • PyPi (📥 17K / month · 📦 14 · ⏱️ 01.10.2024):

     pip install autoimport
Show 1 hidden projects...

Code Refactoring

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jedi (🥇41 · ⭐ 6K) - Awesome autocompletion, static analysis and refactoring library for python.MIT

  • GitHub (👨‍💻 180 · 🔀 510 · 📦 580K · 📋 1.4K - 5% open · ⏱️ 24.06.2025):

     git clone https://github.com/davidhalter/jedi

  • PyPi (📥 67M / month · 📦 1.2K · ⏱️ 11.11.2024):

     pip install jedi

  • Conda (📥 32M · ⏱️ 22.04.2025):

     conda install -c conda-forge jedi
rope (🥇36 · ⭐ 2.1K) - a python refactoring library.❗️LGPL-3.0

  • GitHub (👨‍💻 82 · 🔀 170 · 📥 40 · 📦 79K · 📋 380 - 30% open · ⏱️ 12.07.2025):

     git clone https://github.com/python-rope/rope

  • PyPi (📥 1.4M / month · 📦 320 · ⏱️ 12.07.2025):

     pip install rope

  • Conda (📥 1.9M · ⏱️ 13.07.2025):

     conda install -c conda-forge rope
pyupgrade (🥈33 · ⭐ 3.8K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer..MIT

  • GitHub (👨‍💻 36 · 🔀 200 · 📋 460 - 4% open · ⏱️ 24.06.2025):

     git clone https://github.com/asottile/pyupgrade

  • PyPi (📥 1.2M / month · 📦 520 · ⏱️ 23.05.2025):

     pip install pyupgrade

  • Conda (📥 840K · ⏱️ 24.05.2025):

     conda install -c conda-forge pyupgrade
vulture (🥈30 · ⭐ 3.9K) - Find dead Python code.MIT

  • GitHub (👨‍💻 46 · 🔀 160 · 📦 5.7K · 📋 230 - 17% open · ⏱️ 04.06.2025):

     git clone https://github.com/jendrikseipp/vulture

  • PyPi (📥 2M / month · 📦 200 · ⏱️ 08.12.2024):

     pip install vulture

  • Conda (📥 110K · ⏱️ 22.04.2025):

     conda install -c conda-forge vulture
autoflake (🥈27 · ⭐ 940) - Removes unused imports and unused variables as reported by pyflakes.MIT

  • GitHub (👨‍💻 39 · 🔀 83 · 📋 120 - 34% open · ⏱️ 08.05.2025):

     git clone https://github.com/myint/autoflake

  • PyPi (📥 3.8M / month · 📦 1K · ⏱️ 13.03.2024):

     pip install autoflake

  • Conda (📥 620K · ⏱️ 22.04.2025):

     conda install -c conda-forge autoflake
MonkeyType (🥈26 · ⭐ 4.9K) - A Python library that generates static type annotations by..BSD-3

  • GitHub (👨‍💻 51 · 🔀 180 · 📋 200 - 28% open · ⏱️ 14.06.2025):

     git clone https://github.com/Instagram/MonkeyType

  • PyPi (📥 230K / month · 📦 23 · ⏱️ 20.03.2023):

     pip install monkeytype

  • Conda (📥 82K · ⏱️ 22.04.2025):

     conda install -c conda-forge monkeytype
add-trailing-comma (🥉23 · ⭐ 370) - A tool (and pre-commit hook) to automatically add trailing..MIT

  • GitHub (👨‍💻 11 · 🔀 30 · ⏱️ 24.06.2025):

     git clone https://github.com/asottile/add-trailing-comma

  • PyPi (📥 110K / month · 📦 39 · ⏱️ 23.05.2025):

     pip install add-trailing-comma
com2ann (🥉19 · ⭐ 150) - Tool for translation type comments to type annotations in Python.MIT

  • GitHub (👨‍💻 8 · 🔀 13 · 📦 95 · 📋 33 - 30% open · ⏱️ 02.06.2025):

     git clone https://github.com/ilevkivskyi/com2ann

  • PyPi (📥 42K / month · 📦 2 · ⏱️ 21.08.2021):

     pip install com2ann
Show 10 hidden projects...
  • eradicate (🥈26 · ⭐ 210) - Removes commented-out code from Python files.❗️Saxpath
  • redbaron (🥉25 · ⭐ 710 · 💀) - Bottom-up approach to refactoring in python.❗️LGPL-3.0
  • Bowler (🥉24 · ⭐ 1.6K · 💀) - Safe code refactoring for modern Python.MIT
  • baron (🥉24 · ⭐ 300 · 💀) - IDE allow you to refactor code, Baron allows you to write..❗️LGPL-3.0
  • pyannotate (🥉22 · ⭐ 1.4K · 💀) - Auto-generate PEP-484 annotations.Apache-2
  • unimport (🥉20 · ⭐ 240 · 💀) - The ultimate linter and formatter for removing unused import..MIT
  • unify (🥉20 · ⭐ 96 · 💀) - Modifies strings to all use the same quote where possible.MIT
  • massedit (🥉17 · ⭐ 110 · 💀) - Programmatically edit text files with Python. Useful for source to..MIT
  • pep8ify (🥉15 · ⭐ 120 · 💀) - A library that modifies python source code to conform to pep8.Apache-2
  • retype (🥉14 · ⭐ 140 · 💀) - Re-apply type annotations from .pyi stubs to your codebase.MIT

Code Security

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bandit (🥇38 · ⭐ 7.2K) - Bandit is a tool designed to find common security issues in Python..Apache-2

  • GitHub (👨‍💻 190 · 🔀 670 · 📥 880 · 📦 58K · 📋 710 - 28% open · ⏱️ 07.07.2025):

     git clone https://github.com/PyCQA/bandit

  • PyPi (📥 8.9M / month · 📦 1.8K · ⏱️ 06.07.2025):

     pip install bandit

  • Conda (📥 490K · ⏱️ 06.07.2025):

     conda install -c conda-forge bandit
safety (🥈36 · ⭐ 1.9K · 📈) - Safety checks Python dependencies for known security vulnerabilities..MIT

  • GitHub (👨‍💻 52 · 🔀 160 · 📥 830K · 📦 17K · 📋 250 - 13% open · ⏱️ 11.07.2025):

     git clone https://github.com/pyupio/safety

  • PyPi (📥 3.1M / month · 📦 570 · ⏱️ 09.07.2025):

     pip install safety

  • Conda (📥 130K · ⏱️ 10.07.2025):

     conda install -c conda-forge safety
sqlmap (🥈35 · ⭐ 35K) - Automatic SQL injection and database takeover tool.❗️GPL-3.0

  • GitHub (👨‍💻 140 · 🔀 6K · 📦 21 · 📋 5.4K - 1% open · ⏱️ 13.07.2025):

     git clone https://github.com/sqlmapproject/sqlmap

  • PyPi (📥 14K / month · 📦 12 · ⏱️ 09.07.2025):

     pip install sqlmap
detect-secrets (🥉29 · ⭐ 4.2K · 📉) - An enterprise friendly way of detecting and preventing..Apache-2

  • GitHub (👨‍💻 85 · 🔀 480 · 📋 360 - 31% open · ⏱️ 06.01.2025):

     git clone https://github.com/Yelp/detect-secrets

  • PyPi (📥 1.3M / month · 📦 95 · ⏱️ 06.05.2024):

     pip install detect-secrets
dlint (🥉20 · ⭐ 170 · 💤) - Dlint is a tool for encouraging best coding practices and helping..BSD-3

  • GitHub (👨‍💻 16 · 🔀 16 · 📋 47 - 51% open · ⏱️ 31.10.2024):

     git clone https://github.com/dlint-py/dlint

  • PyPi (📥 150K / month · 📦 93 · ⏱️ 31.10.2024):

     pip install dlint

  • Conda (📥 10K · ⏱️ 22.04.2025):

     conda install -c conda-forge dlint
Show 3 hidden projects...
  • pyarmor (🥉33 · ⭐ 4.4K) - A tool used to obfuscate python scripts, bind obfuscated scripts..❗️SGI-B-2.0
  • dodgy (🥉21 · ⭐ 120 · 💀) - Looks at Python code to search for things which look dodgy such as..MIT
  • pyt (🥉20 · ⭐ 2.2K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in..❗️GPL-2.0

Virtual Environments

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pipenv (🥇46 · ⭐ 25K) - Python Development Workflow for Humans.MIT

  • GitHub (👨‍💻 530 · 🔀 1.9K · 📦 170K · 📋 4.3K - 5% open · ⏱️ 07.07.2025):

     git clone https://github.com/pypa/pipenv

  • PyPi (📥 24M / month · 📦 240 · ⏱️ 07.07.2025):

     pip install pipenv

  • Conda (📥 280K · ⏱️ 08.07.2025):

     conda install -c conda-forge pipenv
virtualenv (🥈43 · ⭐ 4.9K) - Virtual Python Environment builder.MIT

  • GitHub (👨‍💻 290 · 🔀 1K · 📦 490K · 📋 1.4K - 2% open · ⏱️ 10.07.2025):

     git clone https://github.com/pypa/virtualenv

  • PyPi (📥 280M / month · 📦 1.8K · ⏱️ 08.05.2025):

     pip install virtualenv

  • Conda (📥 13M · ⏱️ 09.05.2025):

     conda install -c conda-forge virtualenv
pyenv (🥈34 · ⭐ 43K) - Simple Python version management.MIT

  • GitHub (👨‍💻 460 · 🔀 3.2K · 📦 21 · 📋 1.9K - 4% open · ⏱️ 10.07.2025):

     git clone https://github.com/pyenv/pyenv

  • PyPi (📥 16K / month · ⏱️ 12.01.2019):

     pip install pyenv
nodeenv (🥈34 · ⭐ 1.7K · 💤) - Virtual environment for Node.js & integrator with virtualenv.BSD-3

  • GitHub (👨‍💻 100 · 🔀 220 · 📦 120K · 📋 210 - 30% open · ⏱️ 25.08.2024):

     git clone https://github.com/ekalinin/nodeenv

  • PyPi (📥 62M / month · 📦 250 · ⏱️ 04.06.2024):

     pip install nodeenv

  • Conda (📥 6.3M · ⏱️ 22.04.2025):

     conda install -c conda-forge nodeenv
pyenv-virtualenv (🥉21 · ⭐ 6.6K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).MIT

  • GitHub (👨‍💻 65 · 🔀 420 · 📦 21 · 📋 360 - 27% open · ⏱️ 17.05.2025):

     git clone https://github.com/pyenv/pyenv-virtualenv
pyenv-installer (🥉15 · ⭐ 4.1K) - This tool is used to install `pyenv` and friends.MIT

  • GitHub (👨‍💻 42 · 🔀 460 · 📋 86 - 8% open · ⏱️ 24.04.2025):

     git clone https://github.com/pyenv/pyenv-installer
freshenv (🥉13 · ⭐ 170 · 💤) - Provision, share, manage local and cloud developer environments.MPL-2.0

  • GitHub (👨‍💻 3 · 🔀 3 · 📦 2 · 📋 5 - 40% open · ⏱️ 03.07.2024):

     git clone https://github.com/raiyanyahya/freshenv

  • PyPi (📥 280 / month · ⏱️ 06.11.2022):

     pip install freshenv

  • Conda:

     conda install -c raiyanyahya freshenv
Show 3 hidden projects...
  • vex (🥉19 · ⭐ 370 · 💀) - Run a command in the named virtualenv.MIT
  • dh-virtualenv (🥉16 · ⭐ 1.6K · 💀) - Python virtualenvs in Debian packages.❗️GPL-2.0
  • pipenv-pipes (🥉14 · ⭐ 130 · 💀) - A PipEnv Environment Switcher.MIT

Dependency & Package Managers

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pip (🥇47 · ⭐ 9.9K) - The Python package installer.MIT

  • GitHub (👨‍💻 840 · 🔀 3.1K · 📦 240K · 📋 7.7K - 14% open · ⏱️ 12.07.2025):

     git clone https://github.com/pypa/pip

  • PyPi (📥 370M / month · 📦 5.1K · ⏱️ 02.05.2025):

     pip install pip

  • Conda (📥 160M · ⏱️ 03.05.2025):

     conda install -c conda-forge pip
conda (🥇43 · ⭐ 7K) - A system-level, binary package and environment manager running on all major..BSD-3

  • GitHub (👨‍💻 460 · 🔀 1.8K · 📥 26K · 📦 52K · 📋 10K - 6% open · ⏱️ 16.07.2025):

     git clone https://github.com/conda/conda

  • PyPi (📥 37K / month · 📦 83 · ⏱️ 22.04.2017):

     pip install conda

  • Conda (📥 63M · ⏱️ 06.06.2025):

     conda install -c conda-forge conda
poetry (🥈40 · ⭐ 33K) - Python packaging and dependency management made easy.MIT

  • GitHub (👨‍💻 610 · 🔀 2.4K · 📥 16M · 📋 6.3K - 9% open · ⏱️ 07.07.2025):

     git clone https://github.com/python-poetry/poetry

  • PyPi (📥 73M / month · 📦 830 · ⏱️ 04.05.2025):

     pip install poetry

  • Conda (📥 3.4M · ⏱️ 05.05.2025):

     conda install -c conda-forge poetry
PDM (🥈38 · ⭐ 8.4K) - A modern Python package and dependency manager supporting the latest PEP..MIT

  • GitHub (👨‍💻 220 · 🔀 440 · 📥 360 · 📦 500 · 📋 1.9K - 2% open · ⏱️ 15.07.2025):

     git clone https://github.com/pdm-project/pdm

  • PyPi (📥 6M / month · 📦 200 · ⏱️ 30.06.2025):

     pip install pdm

  • Conda (📥 1.5M · ⏱️ 30.06.2025):

     conda install -c conda-forge pdm
pip-tools (🥈38 · ⭐ 7.9K) - A set of tools to keep your pinned Python dependencies fresh.BSD-3

  • GitHub (👨‍💻 220 · 🔀 620 · 📦 36K · 📋 1.1K - 18% open · ⏱️ 15.07.2025):

     git clone https://github.com/jazzband/pip-tools

  • PyPi (📥 16M / month · 📦 2.2K · ⏱️ 06.03.2024):

     pip install pip-tools

  • Conda (📥 250K · ⏱️ 22.04.2025):

     conda install -c conda-forge pip-tools
pipx (🥉35 · ⭐ 12K) - Install and Run Python Applications in Isolated Environments.MIT

  • GitHub (👨‍💻 160 · 🔀 460 · 📥 490K · 📦 4.5K · 📋 850 - 16% open · ⏱️ 13.06.2025):

     git clone https://github.com/pypa/pipx

  • PyPi (📥 5.7M / month · 📦 58 · ⏱️ 23.08.2024):

     pip install pipx

  • Conda (📥 140K · ⏱️ 22.04.2025):

     conda install -c conda-forge pipx
mamba (🥉31 · ⭐ 7.5K) - The Fast Cross-Platform Package Manager.BSD-3

  • GitHub (👨‍💻 170 · 🔀 400 · 📋 2K - 21% open · ⏱️ 04.07.2025):

     git clone https://github.com/mamba-org/mamba

  • Conda (📥 18M · ⏱️ 16.06.2025):

     conda install -c conda-forge mamba
pipreqs (🥉31 · ⭐ 7.3K) - pipreqs - Generate pip requirements.txt file based on imports of any..Apache-2

  • GitHub (👨‍💻 74 · 🔀 410 · 📦 40K · 📋 320 - 64% open · ⏱️ 30.06.2025):

     git clone https://github.com/bndr/pipreqs

  • PyPi (📥 1.1M / month · 📦 240 · ⏱️ 18.02.2024):

     pip install pipreqs

  • Conda (📥 61K · ⏱️ 22.04.2025):

     conda install -c conda-forge pipreqs
pyflow (🥉22 · ⭐ 1.3K) - An installation and dependency system for Python.MIT

  • GitHub (👨‍💻 29 · 🔀 48 · 📥 8.6K · 📦 42 · 📋 140 - 47% open · ⏱️ 06.07.2025):

     git clone https://github.com/David-OConnor/pyflow

  • PyPi (📥 440 / month · 📦 1 · ⏱️ 02.07.2021):

     pip install pyflow
Show 2 hidden projects...
  • dephell (🥉26 · ⭐ 1.8K · 💀) - Python project management. Manage packages: convert between formats,..MIT
  • pip-run (🥉21 · ⭐ 140) - pip-run - dynamic dependency loader for Python.❗Unlicensed

Code Metrics & Complexity

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prospector (🥇34 · ⭐ 2K) - Inspects Python source files and provides information about type..❗️GPL-2.0

  • GitHub (👨‍💻 96 · 🔀 180 · 📦 5.2K · 📋 400 - 8% open · ⏱️ 14.07.2025):

     git clone https://github.com/PyCQA/prospector

  • PyPi (📥 440K / month · 📦 280 · ⏱️ 23.06.2025):

     pip install prospector

  • Conda (📥 160K · ⏱️ 24.06.2025):

     conda install -c conda-forge prospector
mccabe (🥈31 · ⭐ 660 · 💀) - McCabe complexity checker for Python.❗️Saxpath

  • GitHub (👨‍💻 24 · 🔀 62 · 📦 510K · 📋 54 - 16% open · ⏱️ 03.12.2023):

     git clone https://github.com/PyCQA/mccabe

  • PyPi (📥 70M / month · 📦 930 · ⏱️ 24.01.2022):

     pip install mccabe

  • Conda (📥 10M · ⏱️ 22.04.2025):

     conda install -c conda-forge mccabe
radon (🥈29 · ⭐ 1.9K · 💤) - Various code metrics for Python code.MIT

  • GitHub (👨‍💻 60 · 🔀 120 · 📦 6.7K · 📋 180 - 18% open · ⏱️ 20.10.2024):

     git clone https://github.com/rubik/radon

  • PyPi (📥 1.4M / month · 📦 220 · ⏱️ 26.03.2023):

     pip install radon

  • Conda (📥 99K · ⏱️ 22.04.2025):

     conda install -c conda-forge radon
xenon (🥉24 · ⭐ 260 · 💤) - Monitoring tool based on radon.MIT

  • GitHub (👨‍💻 13 · 🔀 22 · 📦 1.6K · 📋 40 - 12% open · ⏱️ 21.10.2024):

     git clone https://github.com/rubik/xenon

  • PyPi (📥 280K / month · 📦 47 · ⏱️ 21.10.2024):

     pip install xenon

  • Conda (📥 28K · ⏱️ 10.05.2025):

     conda install -c conda-forge xenon
cohesion (🥉16 · ⭐ 240 · 💤) - A tool for measuring Python class cohesion.❗️GPL-3.0

  • GitHub (👨‍💻 3 · 🔀 6 · 📋 19 - 31% open · ⏱️ 09.12.2024):

     git clone https://github.com/mschwager/cohesion

  • PyPi (📥 17K / month · 📦 13 · ⏱️ 09.12.2024):

     pip install cohesion

  • Conda (📥 4.8K · ⏱️ 22.04.2025):

     conda install -c conda-forge cohesion
Show 1 hidden projects...
  • wily (🥉26 · ⭐ 1.2K · 💀) - A Python application for tracking, reporting on timing and..Apache-2

Logging

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rich (🥇46 · ⭐ 53K · 📈) - Rich is a Python library for rich text and beautiful formatting in the..MIT

  • GitHub (👨‍💻 280 · 🔀 1.8K · 📦 470K · 📋 1.5K - 17% open · ⏱️ 24.06.2025):

     git clone https://github.com/Textualize/rich

  • PyPi (📥 160M / month · 📦 17K · ⏱️ 30.03.2025):

     pip install rich

  • Conda (📥 14M · ⏱️ 22.04.2025):

     conda install -c conda-forge rich
tqdm (🥇42 · ⭐ 30K · 💤) - A Fast, Extensible Progress Bar for Python and CLI.MPL-2.0

  • GitHub (👨‍💻 130 · 🔀 1.4K · 📥 15K · 📦 1.1M · 📋 1.1K - 48% open · ⏱️ 12.11.2024):

     git clone https://github.com/tqdm/tqdm

  • PyPi (📥 180M / month · 📦 42K · ⏱️ 24.11.2024):

     pip install tqdm

  • Conda (📥 39M · ⏱️ 22.04.2025):

     conda install -c conda-forge tqdm

  • Docker Hub (📥 5.1K · ⭐ 2 · ⏱️ 14.12.2024):

     docker pull tqdm/tqdm
sentry-sdk (🥇39 · ⭐ 2K) - The official Python SDK for Sentry.io.MIT

  • GitHub (👨‍💻 280 · 🔀 560 · 📥 4K · 📋 1.8K - 10% open · ⏱️ 17.07.2025):

     git clone https://github.com/getsentry/sentry-python

  • PyPi (📥 58M / month · 📦 1.2K · ⏱️ 15.07.2025):

     pip install sentry-sdk

  • Conda (📥 1.3M · ⏱️ 15.07.2025):

     conda install -c conda-forge sentry-sdk
loguru (🥈38 · ⭐ 22K) - Python logging made (stupidly) simple.MIT

  • GitHub (👨‍💻 66 · 🔀 740 · 📦 140K · 📋 1.1K - 21% open · ⏱️ 14.07.2025):

     git clone https://github.com/Delgan/loguru

  • PyPi (📥 25M / month · 📦 10K · ⏱️ 06.12.2024):

     pip install loguru

  • Conda (📥 3.4M · ⏱️ 07.05.2025):

     conda install -c conda-forge loguru
structlog (🥈38 · ⭐ 4.1K) - Simple, powerful, and fast logging for Python.Apache-2

  • GitHub (👨‍💻 130 · 🔀 240 · 📦 24K · 📋 370 - 10% open · ⏱️ 04.07.2025):

     git clone https://github.com/hynek/structlog

  • PyPi (📥 31M / month · 📦 1.5K · ⏱️ 02.06.2025):

     pip install structlog

  • Conda (📥 700K · ⏱️ 02.06.2025):

     conda install -c conda-forge structlog
logbook (🥈35 · ⭐ 1.5K) - A cool logging replacement for Python.BSD-3

  • GitHub (👨‍💻 80 · 🔀 170 · 📥 480 · 📦 7.3K · 📋 190 - 25% open · ⏱️ 01.07.2025):

     git clone https://github.com/getlogbook/logbook

  • PyPi (📥 7.1M / month · 📦 270 · ⏱️ 14.06.2025):

     pip install logbook

  • Conda (📥 350K · ⏱️ 15.06.2025):

     conda install -c conda-forge logbook
tabulate (🥈32 · ⭐ 2.4K · 💤) - Pretty-print tabular data in Python, a library and a command-line..MIT

  • GitHub (👨‍💻 96 · 🔀 170 · 📋 260 - 45% open · ⏱️ 09.10.2024):

     git clone https://github.com/astanin/python-tabulate

  • PyPi (📥 98M / month · 📦 8.4K · ⏱️ 06.10.2022):

     pip install tabulate

  • Conda (📥 9.9M · ⏱️ 22.04.2025):

     conda install -c conda-forge tabulate
python-json-logger (🥈32 · ⭐ 1.8K · 💤) - Json Formatter for the standard python logger.BSD-2

  • GitHub (👨‍💻 63 · 🔀 230 · 📋 120 - 24% open · ⏱️ 12.12.2024):

     git clone https://github.com/madzak/python-json-logger

  • PyPi (📥 56M / month · 📦 960 · ⏱️ 27.04.2025):

     pip install python-json-logger

  • Conda (📥 12M · ⏱️ 22.04.2025):

     conda install -c conda-forge python-json-logger
colorlog (🥉31 · ⭐ 920 · 💤) - A colored formatter for the python logging module.MIT

  • GitHub (👨‍💻 34 · 🔀 93 · 📦 59K · ⏱️ 29.10.2024):

     git clone https://github.com/borntyping/python-colorlog

  • PyPi (📥 35M / month · 📦 2.1K · ⏱️ 29.10.2024):

     pip install colorlog

  • Conda (📥 5.3M · ⏱️ 22.04.2025):

     conda install -c conda-forge colorlog
alive-progress (🥉30 · ⭐ 5.9K · 💤) - A new kind of Progress Bar, with real-time throughput, ETA,..MIT

  • GitHub (👨‍💻 8 · 🔀 210 · 📦 4.6K · 📋 240 - 7% open · ⏱️ 26.10.2024):

     git clone https://github.com/rsalmei/alive-progress

  • PyPi (📥 2.3M / month · 📦 480 · ⏱️ 26.10.2024):

     pip install alive-progress

  • Conda (📥 150K · ⏱️ 22.04.2025):

     conda install -c conda-forge alive-progress
notifiers (🥉30 · ⭐ 2.7K) - The easy way to send notifications.MIT

  • GitHub (👨‍💻 27 · 🔀 110 · 📦 1.4K · 📋 110 - 36% open · ⏱️ 17.05.2025):

     git clone https://github.com/liiight/notifiers

  • PyPi (📥 600K / month · 📦 37 · ⏱️ 17.05.2025):

     pip install notifiers

  • Conda (📥 57K · ⏱️ 20.05.2025):

     conda install -c conda-forge notifiers
progressbar2 (🥉30 · ⭐ 880 · 💤) - Progressbar 2 - A progress bar for Python 2 and Python 3 -..BSD-3

  • GitHub (👨‍💻 47 · 🔀 100 · 📥 3.1K · 📋 230 - 2% open · ⏱️ 06.12.2024):

     git clone https://github.com/WoLpH/python-progressbar

  • PyPi (📥 27M / month · 📦 930 · ⏱️ 28.08.2024):

     pip install progressbar2

  • Conda (📥 3M · ⏱️ 22.04.2025):

     conda install -c conda-forge progressbar2
python-devtools (🥉22 · ⭐ 1K) - Dev tools for python.MIT

  • GitHub (👨‍💻 14 · 🔀 49 · 📦 8.7K · 📋 69 - 40% open · ⏱️ 24.01.2025):

     git clone https://github.com/samuelcolvin/python-devtools

  • PyPi (📥 1.6K / month · 📦 2 · ⏱️ 21.08.2017):

     pip install python-devtools

  • Conda (📥 42K · ⏱️ 22.04.2025):

     conda install -c conda-forge python-devtools
Show 8 hidden projects...
  • prettytable (🥈34 · ⭐ 1.5K) - Display tabular data in a visually appealing ASCII table..❗Unlicensed
  • python-coloredlogs (🥉30 · ⭐ 550 · 💀) - Colored terminal output for Pythons logging module.MIT
  • wasabi (🥉27 · ⭐ 460 · 💀) - A lightweight console printing and formatting toolkit.MIT
  • better-exceptions (🥉24 · ⭐ 4.7K · 💀) - Pretty and useful exceptions in Python, automatically.MIT
  • rebound (🥉24 · ⭐ 4.1K · 💀) - Instant Stack Overflow results whenever an exception is thrown.❗️GPL-2.0
  • stackprinter (🥉24 · ⭐ 1.3K · 💀) - Debugging-friendly exceptions for Python.MIT
  • PrettyErrors (🥉23 · ⭐ 2.9K · 💀) - Prettify Python exception output to make it legible.MIT
  • tbvaccine (🥉16 · ⭐ 380 · 💀) - A small utility to pretty-print Python tracebacks.MIT

Shell

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xxh (🥉19 · ⭐ 5.7K · 📉) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,..BSD-2

  • GitHub (👨‍💻 27 · 🔀 120 · 📥 4.2K · 📋 96 - 30% open · ⏱️ 04.04.2025):

     git clone https://github.com/xxh/xxh

  • PyPi (📥 510 / month · ⏱️ 06.04.2024):

     pip install xxh-xxh
Show 1 hidden projects...

Documentation

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🔗 best-of-mkdocs ( ⭐ 1.4K) - Collection of MkDocs projects and plugins.

mkdocs-material (🥇41 · ⭐ 24K) - Documentation that simply works.MIT

  • GitHub (👨‍💻 320 · 🔀 3.8K · 📦 71K · 📋 2.6K - 0% open · ⏱️ 16.07.2025):

     git clone https://github.com/squidfunk/mkdocs-material

  • PyPi (📥 11M / month · 📦 4.6K · ⏱️ 01.07.2025):

     pip install mkdocs-material

  • Conda (📥 730K · ⏱️ 01.07.2025):

     conda install -c conda-forge mkdocs-material
mkdocs (🥇40 · ⭐ 21K) - Project documentation with Markdown.BSD-2

  • GitHub (👨‍💻 260 · 🔀 2.5K · 📦 87K · 📋 2.1K - 5% open · ⏱️ 21.02.2025):

     git clone https://github.com/mkdocs/mkdocs

  • PyPi (📥 8.7M / month · 📦 5.8K · ⏱️ 30.08.2024):

     pip install mkdocs

  • Conda (📥 520K · ⏱️ 22.04.2025):

     conda install -c conda-forge mkdocs
sphinx_rtd_theme (🥈35 · ⭐ 4.9K) - Sphinx theme from Read the Docs.MIT

  • GitHub (👨‍💻 120 · 🔀 1.8K · 📦 16 · 📋 920 - 27% open · ⏱️ 20.02.2025):

     git clone https://github.com/readthedocs/sphinx_rtd_theme

  • PyPi (📥 12M / month · 📦 13K · ⏱️ 13.11.2024):

     pip install sphinx_rtd_theme

  • Conda (📥 4.4M · ⏱️ 22.04.2025):

     conda install -c conda-forge sphinx_rtd_theme
breathe (🥈34 · ⭐ 780) - ReStructuredText and Sphinx bridge to Doxygen.BSD-3

  • GitHub (👨‍💻 120 · 🔀 210 · 📥 750 · 📦 18K · 📋 610 - 30% open · ⏱️ 08.07.2025):

     git clone https://github.com/michaeljones/breathe

  • PyPi (📥 750K / month · 📦 130 · ⏱️ 08.07.2025):

     pip install breathe

  • Conda (📥 760K · ⏱️ 22.04.2025):

     conda install -c conda-forge breathe
mkdocstrings (🥈33 · ⭐ 1.9K) - Automatic documentation from sources, for MkDocs.ISC

  • GitHub (👨‍💻 49 · 🔀 110 · 📦 20K · 📋 450 - 12% open · ⏱️ 10.07.2025):

     git clone https://github.com/mkdocstrings/mkdocstrings

  • PyPi (📥 3.7M / month · 📦 1.4K · ⏱️ 31.03.2025):

     pip install mkdocstrings

  • Conda (📥 230K · ⏱️ 22.04.2025):

     conda install -c conda-forge mkdocstrings
sphinx-autodoc-typehints (🥈33 · ⭐ 580) - Type hints support for the Sphinx autodoc extension.MIT

  • GitHub (👨‍💻 61 · 🔀 110 · 📦 57K · 📋 210 - 18% open · ⏱️ 14.07.2025):

     git clone https://github.com/tox-dev/sphinx-autodoc-typehints

  • PyPi (📥 4.6M / month · 📦 3.9K · ⏱️ 25.04.2025):

     pip install sphinx-autodoc-typehints

  • Conda (📥 890K · ⏱️ 25.04.2025):

     conda install -c conda-forge sphinx-autodoc-typehints
Griffe (🥈33 · ⭐ 500) - Signatures for entire Python programs. Extract the structure, the frame,..ISC

  • GitHub (👨‍💻 36 · 🔀 52 · 📦 12K · 📋 280 - 10% open · ⏱️ 14.07.2025):

     git clone https://github.com/mkdocstrings/griffe

  • PyPi (📥 9.7M / month · 📦 260 · ⏱️ 23.04.2025):

     pip install griffe

  • Conda (📥 590K · ⏱️ 23.04.2025):

     conda install -c conda-forge griffe
alabaster (🥈32 · ⭐ 750 · 💤) - Lightweight, configurable Sphinx theme.BSD-3

  • GitHub (👨‍💻 42 · 🔀 190 · 📦 150K · 📋 130 - 46% open · ⏱️ 26.07.2024):

     git clone https://github.com/bitprophet/alabaster

  • PyPi (📥 23M / month · 📦 630 · ⏱️ 26.07.2024):

     pip install alabaster

  • Conda (📥 9.5M · ⏱️ 22.04.2025):

     conda install -c conda-forge alabaster
pdoc3 (🥉29 · ⭐ 1.2K) - Auto-generate API documentation for Python projects.❗️AGPL-3.0

  • GitHub (👨‍💻 68 · 🔀 150 · 📦 4.9K · 📋 340 - 30% open · ⏱️ 12.07.2025):

     git clone https://github.com/pdoc3/pdoc

  • PyPi (📥 430K / month · 📦 490 · ⏱️ 20.03.2025):

     pip install pdoc3

  • Conda (📥 2.1K · ⏱️ 22.04.2025):

     conda install -c anaconda pdoc3
sphinx-autobuild (🥉29 · ⭐ 580) - Watch a Sphinx directory and rebuild the documentation..MIT

  • GitHub (👨‍💻 34 · 🔀 82 · 📦 29K · 📋 110 - 18% open · ⏱️ 28.05.2025):

     git clone https://github.com/executablebooks/sphinx-autobuild

  • PyPi (📥 4.2M / month · 📦 1.7K · ⏱️ 02.10.2024):

     pip install sphinx-autobuild

  • Conda (📥 370K · ⏱️ 22.04.2025):

     conda install -c conda-forge sphinx-autobuild
blacken-docs (🥉27 · ⭐ 670) - Run `black` on python code blocks in documentation files.MIT

  • GitHub (👨‍💻 25 · 🔀 43 · 📦 1.3K · 📋 81 - 11% open · ⏱️ 14.07.2025):

     git clone https://github.com/asottile/blacken-docs

  • PyPi (📥 290K / month · 📦 88 · ⏱️ 23.10.2024):

     pip install blacken-docs

  • Conda (📥 51K · ⏱️ 22.04.2025):

     conda install -c conda-forge blacken-docs
mkdocs-print-site-plugin (🥉25 · ⭐ 170) - MkDocs Plugin that adds an additional page that..MIT

  • GitHub (👨‍💻 14 · 🔀 26 · 📦 470 · 📋 110 - 9% open · ⏱️ 07.05.2025):

     git clone https://github.com/timvink/mkdocs-print-site-plugin

  • PyPi (📥 68K / month · 📦 12 · ⏱️ 07.05.2025):

     pip install mkdocs-print-site-plugin
mkdocs-awesome-pages-plugin (🥉24 · ⭐ 580) - A plugin for customizing the navigation structure of..MIT

  • GitHub (👨‍💻 10 · 🔀 39 · 📦 210 · 📋 110 - 18% open · ⏱️ 18.05.2025):

     git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin

  • PyPi (📥 450K / month · 📦 220 · ⏱️ 22.12.2024):

     pip install mkdocs-awesome-pages-plugin
lazydocs (🥉24 · ⭐ 230) - Generate markdown API documentation from Google-style Python docstring...MIT

  • GitHub (👨‍💻 12 · 🔀 41 · 📦 370 · 📋 42 - 11% open · ⏱️ 28.02.2025):

     git clone https://github.com/ml-tooling/lazydocs

  • PyPi (📥 63K / month · 📦 65 · ⏱️ 27.07.2021):

     pip install lazydocs
pytkdocs (🥉24 · ⭐ 51) - Load Python objects documentation.ISC

  • GitHub (👨‍💻 23 · 🔀 32 · 📦 1.6K · 📋 100 - 6% open · ⏱️ 09.03.2025):

     git clone https://github.com/mkdocstrings/pytkdocs

  • PyPi (📥 180K / month · 📦 22 · ⏱️ 09.03.2025):

     pip install pytkdocs

  • Conda (📥 190K · ⏱️ 22.04.2025):

     conda install -c conda-forge pytkdocs
Show 13 hidden projects...
  • sphinx (🥇44 · ⭐ 7.2K) - The Sphinx documentation generator.❗Unlicensed
  • pdoc (🥈32 · ⭐ 2.2K) - API Documentation for Python Projects.❗️MIT-0
  • numpydoc (🥈30 · ⭐ 330) - Numpys Sphinx extensions.❗Unlicensed
  • interrogate (🥉26 · ⭐ 630 · 💀) - Explain yourself! Interrogate a codebase for docstring coverage.MIT
  • sphinx-bootstrap-theme (🥉26 · ⭐ 590 · 💀) - Sphinx Bootstrap Theme.MIT
  • portray (🥉24 · ⭐ 870 · 💀) - Your Project with Great Documentation.MIT
  • pycco (🥉24 · ⭐ 850 · 💀) - Literate-style documentation generator.MIT
  • sphinx-markdown-builder (🥉24 · ⭐ 160 · 💀) - DISCONTINUED: sphinx builder that outputs markdown..MIT
  • mkdocs-with-pdf (🥉23 · ⭐ 370 · 💀) - Generate a single PDF file from MkDocs repository.MIT
  • mkdocs-pdf-export-plugin (🥉22 · ⭐ 330 · 💀) - An MkDocs plugin to export content pages as PDF files.MIT
  • releases (🥉22 · ⭐ 180 · 💀) - A powerful Sphinx changelog-generating extension.BSD-2
  • mkdocs-git-revision-date-plugin (🥉20 · ⭐ 60 · 💀) - MkDocs plugin for setting revision date from git per..MIT
  • mkdocs-versioning (🥉16 · ⭐ 41 · 💀) - A tool that allows for versioning sites built with..MIT

Debugging Tools

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pudb (🥇34 · ⭐ 3.1K) - Full-screen console debugger for Python.MIT

  • GitHub (👨‍💻 98 · 🔀 230 · 📦 8.2K · 📋 350 - 45% open · ⏱️ 18.06.2025):

     git clone https://github.com/inducer/pudb

  • PyPi (📥 1.1M / month · 📦 120 · ⏱️ 06.05.2025):

     pip install pudb

  • Conda (📥 320K · ⏱️ 04.06.2025):

     conda install -c conda-forge pudb
icecream (🥇32 · ⭐ 9.8K) - Never use print() to debug again.MIT

  • GitHub (👨‍💻 25 · 🔀 200 · 📦 21 · 📋 180 - 51% open · ⏱️ 15.06.2025):

     git clone https://github.com/gruns/icecream

  • PyPi (📥 1.2M / month · 📦 510 · ⏱️ 25.06.2025):

     pip install icecream

  • Conda (📥 80K · ⏱️ 29.06.2025):

     conda install -c conda-forge icecream
pyelftools (🥇32 · ⭐ 2.1K) - Parsing ELF and DWARF in Python.Unlicense

  • GitHub (👨‍💻 110 · 🔀 520 · 📦 11K · 📋 270 - 27% open · ⏱️ 03.07.2025):

     git clone https://github.com/eliben/pyelftools

  • PyPi (📥 5.2M / month · 📦 270 · ⏱️ 19.02.2025):

     pip install pyelftools

  • Conda (📥 760K · ⏱️ 22.04.2025):

     conda install -c conda-forge pyelftools
PySnooper (🥈31 · ⭐ 17K) - Never use print for debugging again.MIT

  • GitHub (👨‍💻 29 · 🔀 950 · 📦 2K · 📋 140 - 21% open · ⏱️ 31.05.2025):

     git clone https://github.com/cool-RR/PySnooper

  • PyPi (📥 250K / month · 📦 67 · ⏱️ 31.05.2025):

     pip install pysnooper

  • Conda (📥 130K · ⏱️ 22.04.2025):

     conda install -c conda-forge pysnooper
gdbgui (🥉27 · ⭐ 10K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view..❗️GPL-3.0

  • GitHub (👨‍💻 45 · 🔀 510 · 📥 20K · 📦 500 · 📋 340 - 49% open · ⏱️ 29.06.2025):

     git clone https://github.com/cs01/gdbgui

  • PyPi (📥 5.8K / month · 📦 2 · ⏱️ 29.06.2025):

     pip install gdbgui
python-hunter (🥉26 · ⭐ 820) - Hunter is a flexible code tracing toolkit.BSD-2

  • GitHub (👨‍💻 10 · 🔀 50 · 📋 100 - 45% open · ⏱️ 13.07.2025):

     git clone https://github.com/ionelmc/python-hunter

  • PyPi (📥 450K / month · 📦 17 · ⏱️ 11.07.2025):

     pip install hunter

  • Conda (📥 170K · ⏱️ 12.07.2025):

     conda install -c conda-forge hunter
snoop (🥉24 · ⭐ 1.4K · 💤) - A powerful set of Python debugging tools, based on PySnooper.MIT

  • GitHub (👨‍💻 22 · 🔀 37 · 📋 56 - 44% open · ⏱️ 06.10.2024):

     git clone https://github.com/alexmojaki/snoop

  • PyPi (📥 66K / month · 📦 41 · ⏱️ 06.10.2024):

     pip install snoop

  • Conda (📥 10K · ⏱️ 22.04.2025):

     conda install -c conda-forge snoop
pyrasite (🥉22 · ⭐ 2.8K) - Inject code into running Python processes.❗️GPL-3.0

  • GitHub (👨‍💻 25 · 🔀 200 · 📦 67 · 📋 58 - 70% open · ⏱️ 07.04.2025):

     git clone https://github.com/lmacken/pyrasite

  • PyPi (📥 9K / month · ⏱️ 09.05.2012):

     pip install pyrasite
python-manhole (🥉20 · ⭐ 390 · 💤) - Debugging manhole for python applications.BSD-2

  • GitHub (👨‍💻 11 · 🔀 26 · 📋 25 - 32% open · ⏱️ 04.07.2024):

     git clone https://github.com/ionelmc/python-manhole

  • PyPi (📥 560K / month · 📦 6 · ⏱️ 04.07.2024):

     pip install manhole

  • Conda (📥 51K · ⏱️ 22.04.2025):

     conda install -c conda-forge manhole
Show 4 hidden projects...
  • ipdb (🥈31 · ⭐ 1.9K · 💀) - Integration of IPython pdb.BSD-3
  • pdbpp (🥉28 · ⭐ 1.4K · 💀) - pdb++, a drop-in replacement for pdb (the Python debugger).BSD-3
  • Birdseye (🥉20 · ⭐ 1.7K · 💀) - Graphical Python debugger which lets you easily view the values of..MIT
  • reloadium (🥉18 · ⭐ 3K · 💀) - Hot Reloading and Profiling for Python.Apache-2

Testing Tools

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🔗 best-of-web-python - Testing ( ⭐ 2.6K) - Testing libraries & tools for python web frameworks.

🔗 unittest - Unittest is a test framework included in the Python standard library.

pytest (🥇49 · ⭐ 13K) - The pytest framework makes it easy to write small tests, yet scales to..MIT

  • GitHub (👨‍💻 1K · 🔀 2.8K · 📥 20K · 📦 1.6M · 📋 6.2K - 14% open · ⏱️ 15.07.2025):

     git clone https://github.com/pytest-dev/pytest

  • PyPi (📥 250M / month · 📦 76K · ⏱️ 18.06.2025):

     pip install pytest

  • Conda (📥 38M · ⏱️ 18.06.2025):

     conda install -c conda-forge pytest
robotframework (🥇43 · ⭐ 11K) - Generic automation framework for acceptance testing and RPA.Apache-2

  • GitHub (👨‍💻 220 · 🔀 2.5K · 📥 570 · 📦 14K · 📋 4.7K - 5% open · ⏱️ 04.07.2025):

     git clone https://github.com/robotframework/robotframework

  • PyPi (📥 3.7M / month · 📦 950 · ⏱️ 04.07.2025):

     pip install robotframework

  • Conda (📥 230K · ⏱️ 07.07.2025):

     conda install -c conda-forge robotframework
hypothesis (🥇41 · ⭐ 7.9K) - The property-based testing library for Python.MPL-2.0

  • GitHub (👨‍💻 350 · 🔀 620 · 📦 34K · 📋 1.7K - 4% open · ⏱️ 15.07.2025):

     git clone https://github.com/HypothesisWorks/hypothesis

  • PyPi (📥 21M / month · 📦 2.6K · ⏱️ 15.07.2025):

     pip install hypothesis

  • Conda (📥 14M · ⏱️ 16.07.2025):

     conda install -c conda-forge hypothesis
playwright-python (🥇40 · ⭐ 13K) - Python version of the Playwright testing and automation..Apache-2

  • GitHub (👨‍💻 48 · 🔀 1K · 📦 44K · 📋 1.5K - 3% open · ⏱️ 16.07.2025):

     git clone https://github.com/microsoft/playwright-python

  • PyPi (📥 15M / month · 📦 2.4K · ⏱️ 25.06.2025):

     pip install playwright
tox (🥇40 · ⭐ 3.8K) - Command line driven CI frontend and development task automation tool.MIT

  • GitHub (👨‍💻 330 · 🔀 540 · 📦 130K · 📋 1.8K - 7% open · ⏱️ 14.07.2025):

     git clone https://github.com/tox-dev/tox

  • PyPi (📥 34M / month · 📦 11K · ⏱️ 17.06.2025):

     pip install tox

  • Conda (📥 1.4M · ⏱️ 17.06.2025):

     conda install -c conda-forge tox
pytest-cov (🥈39 · ⭐ 1.9K) - Coverage plugin for pytest.MIT

  • GitHub (👨‍💻 95 · 🔀 220 · 📦 400K · 📋 440 - 34% open · ⏱️ 16.07.2025):

     git clone https://github.com/pytest-dev/pytest-cov

  • PyPi (📥 91M / month · 📦 40K · ⏱️ 12.06.2025):

     pip install pytest-cov

  • Conda (📥 15M · ⏱️ 13.06.2025):

     conda install -c conda-forge pytest-cov
pytest-xdist (🥈39 · ⭐ 1.7K) - pytest plugin for distributed testing and loop-on-failures..MIT

  • GitHub (👨‍💻 110 · 🔀 240 · 📥 270 · 📦 120K · 📋 670 - 41% open · ⏱️ 14.07.2025):

     git clone https://github.com/pytest-dev/pytest-xdist

  • PyPi (📥 53M / month · 📦 5.6K · ⏱️ 01.07.2025):

     pip install pytest-xdist

  • Conda (📥 8.8M · ⏱️ 02.07.2025):

     conda install -c conda-forge pytest-xdist
pytest-asyncio (🥈39 · ⭐ 1.5K) - Asyncio support for pytest.Apache-2

  • GitHub (👨‍💻 71 · 🔀 160 · 📥 1.6K · 📦 150K · 📋 370 - 12% open · ⏱️ 16.07.2025):

     git clone https://github.com/pytest-dev/pytest-asyncio

  • PyPi (📥 49M / month · 📦 9K · ⏱️ 16.07.2025):

     pip install pytest-asyncio

  • Conda (📥 2.5M · ⏱️ 27.05.2025):

     conda install -c conda-forge pytest-asyncio
pytest-mock (🥈37 · ⭐ 2K) - Thin-wrapper around the mock package for easier use with pytest.MIT

  • GitHub (👨‍💻 77 · 🔀 150 · 📥 100 · 📦 110K · 📋 160 - 6% open · ⏱️ 14.07.2025):

     git clone https://github.com/pytest-dev/pytest-mock

  • PyPi (📥 47M / month · 📦 7.1K · ⏱️ 26.05.2025):

     pip install pytest-mock

  • Conda (📥 3.7M · ⏱️ 26.05.2025):

     conda install -c conda-forge pytest-mock
freezegun (🥈34 · ⭐ 4.4K) - Let your Python tests travel through time.Apache-2

  • GitHub (👨‍💻 120 · 🔀 280 · 📥 120 · 📋 360 - 41% open · ⏱️ 12.07.2025):

     git clone https://github.com/spulec/freezegun

  • PyPi (📥 22M / month · 📦 1.2K · ⏱️ 12.07.2025):

     pip install freezegun

  • Conda (📥 1.7M · ⏱️ 12.07.2025):

     conda install -c conda-forge freezegun
nox (🥈34 · ⭐ 1.4K) - Flexible test automation for Python.Apache-2

  • GitHub (👨‍💻 110 · 🔀 170 · 📦 6.7K · 📋 410 - 16% open · ⏱️ 20.06.2025):

     git clone https://github.com/theacodes/nox

  • PyPi (📥 6.8M / month · 📦 1.2K · ⏱️ 01.05.2025):

     pip install nox

  • Conda (📥 480K · ⏱️ 15.05.2025):

     conda install -c conda-forge nox
pytest-html (🥈34 · ⭐ 740) - Plugin for generating HTML reports for pytest results.MIT

  • GitHub (👨‍💻 61 · 🔀 240 · 📦 56K · 📋 430 - 40% open · ⏱️ 24.06.2025):

     git clone https://github.com/pytest-dev/pytest-html

  • PyPi (📥 11M / month · 📦 620 · ⏱️ 07.11.2023):

     pip install pytest-html

  • Conda (📥 700K · ⏱️ 22.04.2025):

     conda install -c conda-forge pytest-html
mimesis (🥈33 · ⭐ 4.6K) - Mimesis is a robust data generator for Python that can produce a wide..MIT

  • GitHub (👨‍💻 130 · 🔀 340 · 📥 840 · 📦 2.2K · 📋 370 - 5% open · ⏱️ 12.05.2025):

     git clone https://github.com/lk-geimfari/mimesis

  • PyPi (📥 440K / month · 📦 68 · ⏱️ 13.09.2024):

     pip install mimesis

  • Conda (📥 320K · ⏱️ 10.05.2025):

     conda install -c conda-forge mimesis
pytest-bdd (🥈33 · ⭐ 1.4K) - BDD library for the pytest runner.MIT

  • GitHub (👨‍💻 65 · 🔀 230 · 📦 4.4K · 📋 370 - 21% open · ⏱️ 13.02.2025):

     git clone https://github.com/pytest-dev/pytest-bdd

  • PyPi (📥 1.1M / month · 📦 110 · ⏱️ 05.12.2024):

     pip install pytest-bdd

  • Conda (📥 70K · ⏱️ 22.04.2025):

     conda install -c conda-forge pytest-bdd
nose2 (🥈32 · ⭐ 810) - The successor to nose, based on unittest2.BSD-2

  • GitHub (👨‍💻 80 · 🔀 130 · 📦 27K · 📋 240 - 16% open · ⏱️ 15.05.2025):

     git clone https://github.com/nose-devs/nose2

  • PyPi (📥 800K / month · 📦 320 · ⏱️ 01.06.2024):

     pip install nose2

  • Conda (📥 190K · ⏱️ 22.04.2025):

     conda install -c conda-forge nose2
coveralls-python (🥈32 · ⭐ 580) - Show coverage stats online via coveralls.io.MIT

  • GitHub (👨‍💻 66 · 🔀 190 · 📦 36K · 📋 180 - 6% open · ⏱️ 30.06.2025):

     git clone https://github.com/TheKevJames/coveralls-python

  • PyPi (📥 1.8M / month · 📦 2.2K · ⏱️ 15.05.2024):

     pip install coveralls

  • Conda (📥 1.3M · ⏱️ 22.04.2025):

     conda install -c conda-forge coveralls
factory_boy (🥉31 · ⭐ 3.7K) - A test fixtures replacement for Python.MIT

  • GitHub (👨‍💻 130 · 🔀 400 · 📋 620 - 30% open · ⏱️ 03.02.2025):

     git clone https://github.com/FactoryBoy/factory_boy

  • PyPi (📥 8.7M / month · 📦 650 · ⏱️ 03.02.2025):

     pip install factory_boy

  • Conda (📥 180K · ⏱️ 25.04.2025):

     conda install -c conda-forge factory_boy
pytest-testinfra (🥉31 · ⭐ 2.4K) - Testinfra test your infrastructures.Apache-2

  • GitHub (👨‍💻 140 · 🔀 360 · 📦 2.5K · 📋 370 - 38% open · ⏱️ 01.04.2025):

     git clone https://github.com/pytest-dev/pytest-testinfra

  • PyPi (📥 630K / month · 📦 20 · ⏱️ 30.03.2025):

     pip install pytest-testinfra

  • Conda (📥 30K · ⏱️ 22.04.2025):

     conda install -c conda-forge pytest-testinfra
pytest-sugar (🥉30 · ⭐ 1.4K) - a plugin for py.test that changes the default look and feel..BSD-3

  • GitHub (👨‍💻 54 · 🔀 75 · 📥 41 · 📦 28K · 📋 120 - 22% open · ⏱️ 09.05.2025):

     git clone https://github.com/Teemu/pytest-sugar

  • PyPi (📥 4M / month · 📦 1.2K · ⏱️ 01.02.2024):

     pip install pytest-sugar

  • Conda (📥 310K · ⏱️ 22.04.2025):

     conda install -c conda-forge pytest-sugar
asv (🥉30 · ⭐ 940) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.BSD-3

  • GitHub (👨‍💻 90 · 🔀 180 · 📥 1.6K · 📦 1.4K · 📋 660 - 24% open · ⏱️ 01.06.2025):

     git clone https://github.com/airspeed-velocity/asv

  • PyPi (📥 190K / month · 📦 110 · ⏱️ 12.08.2024):

     pip install asv

  • Conda (📥 1.1M · ⏱️ 22.04.2025):

     conda install -c conda-forge asv
pytest-benchmark (🥉29 · ⭐ 1.4K) - pytest fixture for benchmarking code.BSD-2

  • GitHub (👨‍💻 48 · 🔀 120 · 📦 12K · 📋 200 - 55% open · ⏱️ 08.04.2025):

     git clone https://github.com/ionelmc/pytest-benchmark

  • PyPi (📥 4.3M / month · 📦 920 · ⏱️ 30.10.2024):

     pip install pytest-benchmark

  • Conda (📥 2.5M · ⏱️ 22.04.2025):

     conda install -c conda-forge pytest-benchmark
pytest-randomly (🥉29 · ⭐ 670) - Pytest plugin to randomly order tests and control random.seed.MIT

  • GitHub (👨‍💻 20 · 🔀 33 · 📦 11K · 📋 71 - 18% open · ⏱️ 14.07.2025):

     git clone https://github.com/pytest-dev/pytest-randomly

  • PyPi (📥 4.1M / month · 📦 540 · ⏱️ 25.10.2024):

     pip install pytest-randomly

  • Conda (📥 330K · ⏱️ 22.04.2025):

     conda install -c conda-forge pytest-randomly
pytest-testmon (🥉27 · ⭐ 900 · 💤) - Selects tests affected by changed files. Executes the..MIT

  • GitHub (👨‍💻 29 · 🔀 63 · 📦 1.4K · 📋 170 - 23% open · ⏱️ 22.12.2024):

     git clone https://github.com/tarpas/pytest-testmon

  • PyPi (📥 690K / month · 📦 29 · ⏱️ 22.12.2024):

     pip install pytest-testmon

  • Conda (📥 54K · ⏱️ 22.04.2025):

     conda install -c conda-forge pytest-testmon
green (🥉27 · ⭐ 790 · 💤) - Green is a clean, colorful, fast python test runner.MIT

  • GitHub (👨‍💻 40 · 🔀 75 · 📦 1.3K · 📋 190 - 3% open · ⏱️ 12.11.2024):

     git clone https://github.com/CleanCut/green

  • PyPi (📥 35K / month · 📦 130 · ⏱️ 18.04.2024):

     pip install green

  • Conda (📥 230K · ⏱️ 22.04.2025):

     conda install -c conda-forge green
pytest-docker (🥉27 · ⭐ 470) - Docker-based integration tests.MIT

  • GitHub (👨‍💻 29 · 🔀 76 · 📥 200 · 📦 2.1K · 📋 61 - 34% open · ⏱️ 04.07.2025):

     git clone https://github.com/avast/pytest-docker

  • PyPi (📥 600K / month · 📦 130 · ⏱️ 04.07.2025):

     pip install pytest-docker
pytest-datadir (🥉27 · ⭐ 260 · 📈) - pytest plugin for manipulating test data directories and..MIT

  • GitHub (👨‍💻 14 · 🔀 25 · 📥 63 · 📦 2K · 📋 23 - 13% open · ⏱️ 23.06.2025):

     git clone https://github.com/gabrielcnr/pytest-datadir

  • PyPi (📥 890K / month · 📦 260 · ⏱️ 06.06.2025):

     pip install pytest-datadir

  • Conda (📥 320K · ⏱️ 06.06.2025):

     conda install -c conda-forge pytest-datadir
pytest-mypy (🥉27 · ⭐ 250) - Mypy static type checker plugin for Pytest.MIT

  • GitHub (👨‍💻 16 · 🔀 33 · 📦 4.5K · 📋 72 - 9% open · ⏱️ 02.04.2025):

     git clone https://github.com/dbader/pytest-mypy

  • PyPi (📥 550K / month · 📦 780 · ⏱️ 02.04.2025):

     pip install pytest-mypy

  • Conda (📥 120K · ⏱️ 22.04.2025):

     conda install -c conda-forge pytest-mypy
xdoctest (🥉23 · ⭐ 210) - A rewrite of Pythons builtin doctest module (with pytest plugin..Apache-2

  • GitHub (👨‍💻 11 · 🔀 13 · 📥 220 · 📋 51 - 41% open · ⏱️ 14.04.2025):

     git clone https://github.com/Erotemic/xdoctest

  • PyPi (📥 670K / month · 📦 190 · ⏱️ 20.08.2024):

     pip install xdoctest

  • Conda (📥 260K · ⏱️ 22.04.2025):

     conda install -c conda-forge xdoctest
pytest-plugins (🥉22 · ⭐ 590) - A grab-bag of nifty pytest plugins.MIT

  • GitHub (👨‍💻 67 · 🔀 85 · 📥 200 · 📋 130 - 37% open · ⏱️ 02.01.2025):

     git clone https://github.com/man-group/pytest-plugins

  • PyPi (📥 53K / month · 📦 73 · ⏱️ 29.11.2024):

     pip install pytest-virtualenv

  • Conda (📥 120K · ⏱️ 22.04.2025):

     conda install -c conda-forge pytest-shutil
Show 12 hidden projects...
  • pyautogui (🥈35 · ⭐ 12K · 💀) - A cross-platform GUI automation Python module for human beings...BSD-3
  • nose (🥈33 · ⭐ 1.4K · 💀) - nose is nicer testing for python.❗️LGPL-2.1+
  • uiautomator (🥉27 · ⭐ 2.1K · 💀) - Python wrapper of Android uiautomator test tool.MIT
  • PyHamcrest (🥉26 · ⭐ 790 · 💤) - Hamcrest matchers for Python.❗Unlicensed
  • pytest-watch (🥉26 · ⭐ 760 · 💀) - Local continuous test runner with pytest and watchdog.MIT
  • Mamba Test Runner (🥉25 · ⭐ 530 · 💀) - The definitive testing tool for Python. Born under the..MIT
  • ddt (🥉25 · ⭐ 440 · 💀) - Data-Driven Tests for Python Unittest.MIT
  • pytest-lazy-fixture (🥉24 · ⭐ 390 · 💀) - It helps to use fixtures in pytest.mark.parametrize.MIT
  • sixpack (🥉21 · ⭐ 1.8K · 💀) - Sixpack is a language-agnostic a/b-testing framework.BSD-2
  • assertpy (🥉21 · ⭐ 480 · 💀) - Simple assertion library for unit testing in python with a fluent..BSD-3
  • fake2db (🥉17 · ⭐ 2.3K · 💀) - create custom test databases that are populated with fake data.❗️GPL-2.0
  • pytest-play (🥉16 · ⭐ 70 · 💀) - pytest plugin that let you automate actions and..Apache-2

Code Packaging

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🔗 Python.org Packaging - An Overview of Packaging for Python.

pyinstaller (🥇44 · ⭐ 13K) - Freeze (package) Python programs into stand-alone executables.❗️GPL-2.0

  • GitHub (👨‍💻 480 · 🔀 2K · 📥 750K · 📦 84K · 📋 5.5K - 5% open · ⏱️ 14.07.2025):

     git clone https://github.com/pyinstaller/pyinstaller

  • PyPi (📥 4M / month · 📦 1.2K · ⏱️ 04.07.2025):

     pip install pyinstaller

  • Conda (📥 1.2M · ⏱️ 05.07.2025):

     conda install -c conda-forge pyinstaller
Nuitka (🥇39 · ⭐ 13K) - Nuitka is a Python compiler written in Python. Its fully compatible..Apache-2

  • GitHub (👨‍💻 200 · 🔀 700 · 📦 3.3K · 📋 2.6K - 7% open · ⏱️ 08.07.2025):

     git clone https://github.com/Nuitka/Nuitka

  • PyPi (📥 390K / month · 📦 120 · ⏱️ 08.07.2025):

     pip install nuitka

  • Conda (📥 1.9M · ⏱️ 09.07.2025):

     conda install -c conda-forge nuitka
packaging (🥇39 · ⭐ 660) - Core utilities for Python packages.Apache-2

  • GitHub (👨‍💻 120 · 🔀 260 · 📥 920 · 📦 1.8M · 📋 430 - 26% open · ⏱️ 03.07.2025):

     git clone https://github.com/pypa/packaging

  • PyPi (📥 640M / month · 📦 14K · ⏱️ 19.04.2025):

     pip install packaging

  • Conda (📥 70M · ⏱️ 22.04.2025):

     conda install -c conda-forge packaging
pex (🥈34 · ⭐ 4K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs.Apache-2

  • GitHub (👨‍💻 120 · 🔀 300 · 📥 3.8M · 📋 1.2K - 6% open · ⏱️ 16.07.2025):

     git clone https://github.com/pantsbuild/pex

  • PyPi (📥 2.1M / month · 📦 60 · ⏱️ 16.07.2025):

     pip install pex
briefcase (🥈34 · ⭐ 3K) - Tools to support converting a Python project into a standalone native..BSD-3

  • GitHub (👨‍💻 180 · 🔀 420 · 📥 680 · 📦 820 · 📋 930 - 19% open · ⏱️ 14.07.2025):

     git clone https://github.com/beeware/briefcase

  • PyPi (📥 18K / month · 📦 37 · ⏱️ 10.07.2025):

     pip install briefcase
cx_Freeze (🥈30 · ⭐ 1.5K) - Creates standalone executables from Python scripts with the..❗Unlicensed

  • GitHub (👨‍💻 120 · 🔀 240 · 📋 1K - 4% open · ⏱️ 14.07.2025):

     git clone https://github.com/marcelotduarte/cx_Freeze

  • PyPi (📥 150K / month · 📦 120 · ⏱️ 12.05.2025):

     pip install cx_freeze

  • Conda (📥 1M · ⏱️ 12.06.2025):

     conda install -c conda-forge cx_freeze
py2exe (🥉28 · ⭐ 950 · 📈) - Create standalone Windows programs from Python code.MIT

  • GitHub (👨‍💻 24 · 🔀 100 · 📥 22K · 📦 2.2K · 📋 180 - 13% open · ⏱️ 15.07.2025):

     git clone https://github.com/py2exe/py2exe

  • PyPi (📥 32K / month · 📦 11 · ⏱️ 16.07.2025):

     pip install py2exe
PyOxidizer (🥉27 · ⭐ 5.9K · 💤) - A modern Python application packaging and distribution tool.MPL-2.0

  • GitHub (👨‍💻 54 · 🔀 240 · 📥 24K · 📦 160 · 📋 570 - 58% open · ⏱️ 03.11.2024):

     git clone https://github.com/indygreg/PyOxidizer

  • PyPi (📥 50K / month · 📦 2 · ⏱️ 02.01.2023):

     pip install pyoxidizer
py2app (🥉27 · ⭐ 400 · 💤) - py2app is a Python setuptools command which will allow you to make..MIT

  • GitHub (👨‍💻 31 · 🔀 39 · 📦 5.5K · 📋 510 - 39% open · ⏱️ 12.07.2024):

     git clone https://github.com/ronaldoussoren/py2app

  • PyPi (📥 32K / month · 📦 25 · ⏱️ 25.05.2024):

     pip install py2app
constructor (🥉26 · ⭐ 480) - tool for creating installers from conda packages.BSD-3

  • GitHub (👨‍💻 74 · 🔀 170 · 📥 290 · 📦 24 · 📋 410 - 8% open · ⏱️ 17.07.2025):

     git clone https://github.com/conda/constructor

  • Conda (📥 23K · ⏱️ 22.04.2025):

     conda install -c anaconda constructor
shiv (🥉24 · ⭐ 1.9K · 💤) - shiv is a command line utility for building fully self contained Python..BSD-2

  • GitHub (👨‍💻 43 · 🔀 100 · 📥 1.9K · 📋 140 - 41% open · ⏱️ 04.11.2024):

     git clone https://github.com/linkedin/shiv

  • PyPi (📥 81K / month · 📦 16 · ⏱️ 01.11.2024):

     pip install shiv
pynsist (🥉23 · ⭐ 970) - Build Windows installers for Python applications.MIT

  • GitHub (👨‍💻 31 · 🔀 120 · 📦 250 · 📋 180 - 18% open · ⏱️ 05.01.2025):

     git clone https://github.com/takluyver/pynsist

  • PyPi (📥 2.4K / month · 📦 14 · ⏱️ 21.03.2022):

     pip install pynsist
Show 3 hidden projects...
  • xar (🥉21 · ⭐ 1.6K · 💀) - executable archive format.BSD-3
  • subpar (🥉13 · ⭐ 570 · 💀) - Subpar is a utility for creating self-contained python..Apache-2
  • pyship (🥉11 · ⭐ 42 · 💀) - pyship - ship Python desktop apps to end users.MIT

Build Tools

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setuptools (🥇47 · ⭐ 2.7K) - Official project repository for the Setuptools build system.MIT

  • GitHub (👨‍💻 630 · 🔀 1.3K · 📦 810K · 📋 2.8K - 23% open · ⏱️ 18.06.2025):

     git clone https://github.com/pypa/setuptools

  • PyPi (📥 790M / month · 📦 28K · ⏱️ 27.05.2025):

     pip install setuptools

  • Conda (📥 150M · ⏱️ 01.06.2025):

     conda install -c conda-forge setuptools
scons (🥇39 · ⭐ 2.3K) - SCons - a software construction tool.MIT

  • GitHub (👨‍💻 170 · 🔀 330 · 📥 1.8K · 📦 3.9K · 📋 3.5K - 18% open · ⏱️ 14.07.2025):

     git clone https://github.com/SCons/scons

  • PyPi (📥 720K / month · 📦 52 · ⏱️ 27.03.2025):

     pip install scons

  • Conda (📥 960K · ⏱️ 22.04.2025):

     conda install -c conda-forge scons
wheel (🥈38 · ⭐ 530) - The official binary distribution format for Python.MIT

  • GitHub (👨‍💻 86 · 🔀 160 · 📦 370K · 📋 410 - 2% open · ⏱️ 05.05.2025):

     git clone https://github.com/pypa/wheel

  • PyPi (📥 270M / month · 📦 14K · ⏱️ 08.04.2025):

     pip install wheel

  • Conda (📥 130M · ⏱️ 22.04.2025):

     conda install -c conda-forge wheel
setuptools_scm (🥈37 · ⭐ 910) - the blessed package to manage your versions by scm tags.MIT

  • GitHub (👨‍💻 150 · 🔀 220 · 📦 32K · 📋 620 - 14% open · ⏱️ 14.07.2025):

     git clone https://github.com/pypa/setuptools_scm

  • PyPi (📥 66M / month · 📦 1.9K · ⏱️ 23.04.2025):

     pip install setuptools_scm

  • Conda (📥 4.8M · ⏱️ 23.04.2025):

     conda install -c conda-forge setuptools_scm
buildbot (🥈36 · ⭐ 5.4K) - Python-based continuous integration testing framework; your pull..❗️GPL-2.0

  • GitHub (👨‍💻 890 · 🔀 1.6K · 📥 110K · 📦 380 · 📋 1.8K - 41% open · ⏱️ 02.07.2025):

     git clone https://github.com/buildbot/buildbot

  • PyPi (📥 20K / month · 📦 20 · ⏱️ 12.05.2025):

     pip install buildbot

  • Conda (📥 150K · ⏱️ 13.05.2025):

     conda install -c conda-forge buildbot
twine (🥈36 · ⭐ 1.7K) - Utilities for interacting with PyPI.Apache-2

  • GitHub (👨‍💻 130 · 🔀 320 · 📥 81 · 📦 120K · 📋 550 - 9% open · ⏱️ 13.07.2025):

     git clone https://github.com/pypa/twine

  • PyPi (📥 20M / month · 📦 17K · ⏱️ 21.01.2025):

     pip install twine

  • Conda (📥 1.3M · ⏱️ 22.04.2025):

     conda install -c conda-forge twine
invoke (🥉35 · ⭐ 4.6K) - Pythonic task management & command execution.BSD-2

  • GitHub (👨‍💻 60 · 🔀 370 · 📦 30K · 📋 830 - 51% open · ⏱️ 15.06.2025):

     git clone https://github.com/pyinvoke/invoke

  • PyPi (📥 15M / month · 📦 1K · ⏱️ 12.07.2023):

     pip install invoke

  • Conda (📥 1.2M · ⏱️ 22.04.2025):

     conda install -c conda-forge invoke
flit (🥉33 · ⭐ 2.2K) - Simplified packaging of Python modules.BSD-3

  • GitHub (👨‍💻 78 · 🔀 140 · 📦 2.4K · 📋 430 - 29% open · ⏱️ 12.07.2025):

     git clone https://github.com/pypa/flit

  • PyPi (📥 8M / month · 📦 930 · ⏱️ 25.03.2025):

     pip install flit

  • Conda (📥 260K · ⏱️ 22.04.2025):

     conda install -c conda-forge flit
pybuilder (🥉25 · ⭐ 1.8K) - Software build automation tool for Python.Apache-2

  • GitHub (👨‍💻 39 · 🔀 260 · 📋 530 - 19% open · ⏱️ 26.04.2025):

     git clone https://github.com/pybuilder/pybuilder

  • PyPi (📥 20K / month · 📦 6 · ⏱️ 26.04.2025):

     pip install pybuilder

  • Conda (📥 290K · ⏱️ 26.04.2025):

     conda install -c conda-forge pybuilder
universal-build (🥉15 · ⭐ 25 · 💀) - Universal build utilities for containerized build pipelines.MIT

  • GitHub (👨‍💻 5 · 🔀 7 · 📥 23 · 📦 18 · 📋 4 - 25% open · ⏱️ 15.09.2022):

     git clone https://github.com/ml-tooling/universal-build

  • PyPi (📥 410 / month · 📦 7 · ⏱️ 16.11.2021):

     pip install universal-build
Show 4 hidden projects...
  • doit (🥉31 · ⭐ 2K · 💀) - CLI task management & automation tool.MIT
  • buildout (🥉29 · ⭐ 590) - Buildout is a deployment automation tool written in and extended..❗️ZPL-2.1
  • paver (🥉22 · ⭐ 460 · 💀) - Python-based project scripting.BSD-3
  • pynt (🥉18 · ⭐ 160 · 💀) - A pynt of Python build.MIT

System Monitoring & Profiling

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psutil (🥇43 · ⭐ 11K) - Cross-platform lib for process and system monitoring in Python.BSD-3

  • GitHub (👨‍💻 220 · 🔀 1.4K · 📋 1.9K - 19% open · ⏱️ 15.07.2025):

     git clone https://github.com/giampaolo/psutil

  • PyPi (📥 190M / month · 📦 13K · ⏱️ 13.02.2025):

     pip install psutil

  • Conda (📥 48M · ⏱️ 22.04.2025):

     conda install -c conda-forge psutil
Glances (🥇39 · ⭐ 29K) - Glances an Eye on your system. A top/htop alternative for..❗️LGPL-3.0

  • GitHub (👨‍💻 200 · 🔀 1.6K · 📥 1.7K · 📦 1.2K · 📋 2.1K - 6% open · ⏱️ 12.07.2025):

     git clone https://github.com/nicolargo/glances

  • PyPi (📥 180K / month · 📦 4 · ⏱️ 09.07.2025):

     pip install glances

  • Conda (📥 300K · ⏱️ 22.04.2025):

     conda install -c conda-forge glances
pyinstrument (🥈36 · ⭐ 7.2K · 📈) - Call stack profiler for Python. Shows you why your code is..BSD-3

  • GitHub (👨‍💻 69 · 🔀 250 · 📦 3.6K · 📋 180 - 16% open · ⏱️ 02.07.2025):

     git clone https://github.com/joerick/pyinstrument

  • PyPi (📥 3.4M / month · 📦 210 · ⏱️ 02.07.2025):

     pip install pyinstrument

  • Conda (📥 780K · ⏱️ 02.07.2025):

     conda install -c conda-forge pyinstrument
memray (🥈35 · ⭐ 14K) - Memray is a memory profiler for Python.Apache-2

  • GitHub (👨‍💻 58 · 🔀 420 · 📦 1.4K · 📋 240 - 14% open · ⏱️ 07.06.2025):

     git clone https://github.com/bloomberg/memray

  • PyPi (📥 5.6M / month · 📦 83 · ⏱️ 09.05.2025):

     pip install memray

  • Conda (📥 470K · ⏱️ 14.07.2025):

     conda install -c conda-forge memray
py-spy (🥈35 · ⭐ 14K) - Sampling profiler for Python programs.MIT

  • GitHub (👨‍💻 47 · 🔀 460 · 📥 31K · 📦 6.7K · 📋 400 - 45% open · ⏱️ 16.07.2025):

     git clone https://github.com/benfred/py-spy

  • PyPi (📥 7.9M / month · 📦 58 · ⏱️ 01.11.2024):

     pip install py-spy

  • Conda (📥 690K · ⏱️ 12.07.2025):

     conda install -c conda-forge py-spy

  • Cargo (📥 1.4K / month · 📦 4 · ⏱️ 01.11.2024):

     cargo install py-spy
Scalene (🥈33 · ⭐ 13K) - Scalene: a high-performance, high-precision CPU, GPU, and memory..Apache-2

  • GitHub (👨‍💻 55 · 🔀 400 · 📦 880 · 📋 500 - 32% open · ⏱️ 12.07.2025):

     git clone https://github.com/plasma-umass/scalene

  • PyPi (📥 100K / month · 📦 18 · ⏱️ 27.01.2025):

     pip install scalene
Bpytop (🥈29 · ⭐ 11K) - Linux/OSX/FreeBSD resource monitor.Apache-2

  • GitHub (👨‍💻 36 · 🔀 420 · 📦 230 · 📋 320 - 27% open · ⏱️ 01.06.2025):

     git clone https://github.com/aristocratos/bpytop

  • PyPi (📥 24K / month · 📦 1 · ⏱️ 22.12.2021):

     pip install bpytop

  • Conda (📥 24K · ⏱️ 22.04.2025):

     conda install -c conda-forge bpytop
line_profiler (🥈29 · ⭐ 3K) - Line-by-line profiling for Python.BSD-3

  • GitHub (👨‍💻 51 · 🔀 130 · 📥 720 · 📋 120 - 38% open · ⏱️ 09.07.2025):

     git clone https://github.com/pyutils/line_profiler

  • PyPi (📥 1.2M / month · 📦 220 · ⏱️ 03.12.2024):

     pip install line_profiler

  • Conda (📥 3.7M · ⏱️ 22.04.2025):

     conda install -c conda-forge line_profiler
Yappi (🥉28 · ⭐ 1.6K · 💤) - Yet Another Python Profiler, but this time multithreading, asyncio and..MIT

  • GitHub (👨‍💻 31 · 🔀 75 · 📦 1.5K · 📋 85 - 24% open · ⏱️ 12.11.2024):

     git clone https://github.com/sumerc/yappi

  • PyPi (📥 1M / month · 📦 63 · ⏱️ 12.11.2024):

     pip install yappi

  • Conda (📥 280K · ⏱️ 06.05.2025):

     conda install -c conda-forge yappi
pympler (🥉26 · ⭐ 1.3K) - Development tool to measure, monitor and analyze the memory behavior..Apache-2

  • GitHub (👨‍💻 30 · 🔀 89 · 📋 120 - 52% open · ⏱️ 07.06.2025):

     git clone https://github.com/pympler/pympler

  • PyPi (📥 2.6M / month · 📦 260 · ⏱️ 28.06.2024):

     pip install pympler

  • Conda (📥 540K · ⏱️ 22.04.2025):

     conda install -c conda-forge pympler
Show 8 hidden projects...
  • memory-profiler (🥈29 · ⭐ 4.5K · 💀) - Monitor Memory usage of Python code.BSD-3
  • Diamond (🥉28 · ⭐ 1.8K · 💀) - Diamond is a python daemon that collects system metrics and publishes..MIT
  • memory_profiler (🥉27 · ⭐ 4.4K · 💀) - Monitor Memory usage of Python code.BSD-3
  • vprof (🥉24 · ⭐ 4K · 💀) - Visual profiler for Python.BSD-2
  • Profiling (🥉20 · ⭐ 3K · 💀) - Was an interactive continuous Python profiler.BSD-3
  • heartrate (🥉19 · ⭐ 1.8K · 💀) - Simple real time visualisation of the execution of a Python program.MIT
  • pyheat (🥉18 · ⭐ 840 · 💀) - pprofile + matplotlib = Python program profiled as an awesome heatmap!.MIT
  • livepython (🥉12 · ⭐ 2.6K · 💀) - Visually trace Python code in real-time.MIT

AST Tools

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executing (🥇31 · ⭐ 360) - Get information about what a Python frame is currently doing,..MIT

  • GitHub (👨‍💻 11 · 🔀 36 · 📦 320K · 📋 52 - 40% open · ⏱️ 12.01.2025):

     git clone https://github.com/alexmojaki/executing

  • PyPi (📥 59M / month · 📦 630 · ⏱️ 22.01.2025):

     pip install executing

  • Conda (📥 20M · ⏱️ 24.04.2025):

     conda install -c conda-forge executing
gast (🥈27 · ⭐ 140) - Python AST that abstracts the underlying Python version.BSD-3

  • GitHub (👨‍💻 11 · 🔀 37 · 📦 210K · 📋 38 - 2% open · ⏱️ 16.02.2025):

     git clone https://github.com/serge-sans-paille/gast

  • PyPi (📥 20M / month · 📦 440 · ⏱️ 27.06.2024):

     pip install gast

  • Conda (📥 3.4M · ⏱️ 22.04.2025):

     conda install -c conda-forge gast
Show 4 hidden projects...
  • astunparse (🥈28 · ⭐ 230 · 💀) - An AST unparser for Python.BSD-3
  • astor (🥈27 · ⭐ 850 · 💀) - Python AST read/write.BSD-3
  • typed_ast (🥉26 · ⭐ 230 · 💀) - Modified fork of CPythons ast module that parses# type:..Apache-2
  • asteval (🥉24 · ⭐ 190 · 💀) - minimalistic evaluator of python expression using ast module.MIT

Others

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pre-commit (🥇41 · ⭐ 14K) - A framework for managing and maintaining multi-language pre-commit..MIT

  • GitHub (👨‍💻 160 · 🔀 880 · 📥 3.1M · 📦 250K · 📋 2.2K - 1% open · ⏱️ 24.06.2025):

     git clone https://github.com/pre-commit/pre-commit

  • PyPi (📥 57M / month · 📦 16K · ⏱️ 18.03.2025):

     pip install pre-commit

  • Conda (📥 7.4M · ⏱️ 22.04.2025):

     conda install -c conda-forge pre-commit

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