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Releases: ml-tooling/best-of-python-dev

Update: 2025.10.09

09 Oct 16:30
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • flake8 (🥇42 · ⭐ 3.7K · 📈) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
  • prospector (🥇33 · ⭐ 2K · 📈) - Inspects Python source files and provides information about.. ❗️GPL-2.0
  • ruff (🥈31 · ⭐ 43K · 📈) - An extremely fast Python linter and code formatter, written in Rust. MIT
  • wily (🥉25 · ⭐ 1.3K · 💀) - A Python application for tracking, reporting on timing and.. Apache-2
  • flake8-mypy (🥉19 · ⭐ 100 · 💀) - A plugin for flake8 integrating Mypy. MIT

📉 Trending Down

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

  • Glances (🥇38 · ⭐ 30K · 📉) - Glances an Eye on your system. A top/htop alternative for.. ❗️LGPL-3.0
  • Nuitka (🥇38 · ⭐ 14K · 📉) - Nuitka is a Python compiler written in Python. Its fully.. Apache-2
  • playwright-python (🥈38 · ⭐ 14K · 📉) - Python version of the Playwright testing and.. Apache-2
  • pyenv (🥈34 · ⭐ 43K · 📉) - Simple Python version management. MIT
  • breathe (🥈31 · ⭐ 790 · 📉) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3

Update: 2025.10.02

02 Oct 16:55
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • isort (🥈42 · ⭐ 6.8K · 📈) - A Python utility / library to sort imports. MIT
  • pipx (🥉36 · ⭐ 12K · 📈) - Install and Run Python Applications in Isolated Environments. MIT
  • pyarmor (🥈34 · ⭐ 4.6K · 📈) - A tool used to obfuscate python scripts, bind obfuscated.. ❗️SGI-B-2.0
  • buildbot (🥉33 · ⭐ 5.4K · 📈) - Python-based continuous integration testing framework; your.. ❗️GPL-2.0
  • pytype (🥉33 · ⭐ 5K · 📈) - A static type analyzer for Python code. Apache-2

📉 Trending Down

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

  • pipenv (🥈42 · ⭐ 25K · 📉) - Python Development Workflow for Humans. MIT
  • ruff (🥈28 · ⭐ 43K · 📉) - An extremely fast Python linter and code formatter, written in Rust. MIT
  • prospector (🥈28 · ⭐ 2K · 📉) - Inspects Python source files and provides information about.. ❗️GPL-2.0
  • wily (🥉21 · ⭐ 1.3K · 💀) - A Python application for tracking, reporting on timing and.. Apache-2
  • flake8-mypy (🥉15 · ⭐ 100 · 💀) - A plugin for flake8 integrating Mypy. MIT

Update: 2025.09.25

28 Sep 18:43
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • black (🥇45 · ⭐ 41K · 📈) - The uncompromising Python code formatter. MIT
  • flake8 (🥇42 · ⭐ 3.7K · 📈) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
  • tox (🥇40 · ⭐ 3.8K · 📈) - Command line driven CI frontend and development task automation tool. MIT
  • flake8-black (🥉27 · ⭐ 160 · 📈) - flake8 plugin to run black for checking Python coding style. MIT
  • massedit (🥉20 · ⭐ 110 · 📈) - Programmatically edit text files with Python. Useful for source to.. MIT

📉 Trending Down

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

  • rich (🥇45 · ⭐ 54K · 📉) - Rich is a Python library for rich text and beautiful formatting in the.. MIT
  • wemake-python-styleguide (🥇37 · ⭐ 2.8K · 📉) - The strictest and most opinionated python linter ever!. MIT
  • xonsh (🥇36 · ⭐ 9K · 📉) - Python-powered shell. Full-featured and cross-platform. ❗️BSD-1-Clause
  • pudb (🥇33 · ⭐ 3.2K · 📉) - Full-screen console debugger for Python. ❗Unlicensed
  • buildbot (🥉32 · ⭐ 5.4K · 📉) - Python-based continuous integration testing framework; your.. ❗️GPL-2.0

Update: 2025.09.18

18 Sep 17:27
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • psutil (🥇47 · ⭐ 11K · 📈) - Cross-platform lib for process and system monitoring in Python. BSD-3
  • poetry (🥈42 · ⭐ 34K · 📈) - Python packaging and dependency management made easy. MIT
  • sphinx_rtd_theme (🥈36 · ⭐ 5K · 💤) - Sphinx theme from Read the Docs. MIT
  • invoke (🥈36 · ⭐ 4.6K · 📈) - Pythonic task management & command execution. BSD-2
  • asv (🥈32 · ⭐ 940 · 📈) - Airspeed Velocity: A simple Python benchmarking tool with web-based.. BSD-3

📉 Trending Down

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

  • rich (🥇46 · ⭐ 54K · 📉) - Rich is a Python library for rich text and beautiful formatting in the.. MIT
  • setuptools (🥇43 · ⭐ 2.8K · 📉) - Official project repository for the Setuptools build system. MIT
  • jedi (🥇41 · ⭐ 6K · 📉) - Awesome autocompletion, static analysis and refactoring library for python. MIT
  • flake8 (🥇41 · ⭐ 3.7K · 📉) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
  • tox (🥈39 · ⭐ 3.8K · 📉) - Command line driven CI frontend and development task automation tool. MIT

Update: 2025.09.11

11 Sep 17:31
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📈 Trending Up

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

  • ruff (🥇47 · ⭐ 42K · 📈) - An extremely fast Python linter and code formatter, written in Rust. MIT
  • tox (🥇41 · ⭐ 3.8K · 📈) - Command line driven CI frontend and development task automation tool. MIT
  • playwright-python (🥇40 · ⭐ 14K · 📈) - Python version of the Playwright testing and.. Apache-2
  • twine (🥈38 · ⭐ 1.7K · 📈) - Utilities for interacting with PyPI. Apache-2
  • pytest-randomly (🥉30 · ⭐ 680 · 📈) - Pytest plugin to randomly order tests and control random.seed. MIT

📉 Trending Down

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

  • pytest-cov (🥈37 · ⭐ 1.9K · 📉) - Coverage plugin for pytest. MIT
  • buildbot (🥈35 · ⭐ 5.4K · 📉) - Python-based continuous integration testing framework; your.. ❗️GPL-2.0
  • sqlmap (🥈34 · ⭐ 35K · 📉) - Automatic SQL injection and database takeover tool. ❗️GPL-3.0
  • coveralls-python (🥉31 · ⭐ 570 · 📉) - Show coverage stats online via coveralls.io. MIT
  • pylint-django (🥈28 · ⭐ 610 · 📉) - Pylint plugin for improving code analysis for when.. ❗️GPL-3.0

Update: 2025.09.04

04 Sep 16:12
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📈 Trending Up

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

  • jedi (🥇42 · ⭐ 6K · 📈) - Awesome autocompletion, static analysis and refactoring library for python. MIT
  • pytest-mock (🥈38 · ⭐ 2K · 📈) - Thin-wrapper around the mock package for easier use with.. MIT
  • pyautogui (🥈36 · ⭐ 12K · 💀) - A cross-platform GUI automation Python module for human beings... BSD-3
  • sqlmap (🥈35 · ⭐ 35K · 📈) - Automatic SQL injection and database takeover tool. ❗️GPL-3.0
  • executing (🥇33 · ⭐ 360 · 📈) - Get information about what a Python frame is currently doing,.. MIT

📉 Trending Down

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

  • sphinx (🥇43 · ⭐ 7.3K · 📉) - The Sphinx documentation generator. ❗Unlicensed
  • Glances (🥇38 · ⭐ 30K · 📉) - Glances an Eye on your system. A top/htop alternative for.. ❗️LGPL-3.0
  • scons (🥈38 · ⭐ 2.3K · 📉) - SCons - a software construction tool. MIT
  • pycodestyle (🥇35 · ⭐ 5.1K · 📉) - Simple Python style checker in one Python file. MIT
  • invoke (🥉35 · ⭐ 4.6K · 📉) - Pythonic task management & command execution. BSD-2

Update: 2025.08.28

28 Aug 15:01
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

Update: 2025.08.21

21 Aug 14:55
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • mkdocs-material (🥇40 · ⭐ 24K · 📈) - Documentation that simply works. MIT
  • setuptools_scm (🥈36 · ⭐ 920 · 📈) - the blessed package to manage your versions by scm tags. MIT
  • memray (🥈34 · ⭐ 14K · 📈) - Memray is a memory profiler for Python. Apache-2
  • autopep8 (🥉33 · ⭐ 4.6K · 💤) - A tool that automatically formats Python code to conform to the PEP.. MIT
  • flake8-builtins (🥈26 · ⭐ 120 · 📈) - Check for python builtins being used as variables or.. ❗️GPL-2.0

📉 Trending Down

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

  • setuptools (🥇42 · ⭐ 2.7K · 📉) - Official project repository for the Setuptools build system. MIT
  • pipenv (🥇40 · ⭐ 25K · 📉) - Python Development Workflow for Humans. MIT
  • packaging (🥈35 · ⭐ 670 · 📉) - Core utilities for Python packages. Apache-2
  • pyinstrument (🥈33 · ⭐ 7.3K · 📉) - Call stack profiler for Python. Shows you why your code is.. BSD-3
  • pipx (🥉31 · ⭐ 12K · 📉) - Install and Run Python Applications in Isolated Environments. MIT

Update: 2025.08.14

14 Aug 15:40
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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

  • mypy (🥇46 · ⭐ 20K · 📈) - Optional static typing for Python. MIT
  • psutil (🥇43 · ⭐ 11K · 📈) - Cross-platform lib for process and system monitoring in Python. BSD-3
  • pytest-asyncio (🥇36 · ⭐ 1.5K · 📈) - Asyncio support for pytest. Apache-2
  • pyinstrument (🥈34 · ⭐ 7.3K · 📈) - Call stack profiler for Python. Shows you why your code is.. BSD-3
  • flake8-builtins (🥉24 · ⭐ 120 · 📈) - Check for python builtins being used as variables or.. ❗️GPL-2.0

📉 Trending Down

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

  • sphinx (🥇41 · ⭐ 7.3K · 📉) - The Sphinx documentation generator. ❗Unlicensed
  • mkdocs-material (🥇39 · ⭐ 24K · 📉) - Documentation that simply works. MIT
  • pyarmor (🥉27 · ⭐ 4.5K · 📉) - A tool used to obfuscate python scripts, bind obfuscated.. ❗️SGI-B-2.0
  • docformatter (🥉27 · ⭐ 570 · 📉) - Formats docstrings to follow PEP 257. MIT
  • flake8-comprehensions (🥈26 · ⭐ 470 · 📉) - A flake8 plugin to help you write better.. MIT

Update: 2025.08.07

07 Aug 16:45
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Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.