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

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.

Update: 2025.07.31

31 Jul 15:11
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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 (🥇42 · ⭐ 24K · 📈) - Documentation that simply works. MIT
  • pip-tools (🥈39 · ⭐ 7.9K · 📈) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
  • setuptools_scm (🥈38 · ⭐ 910 · 📈) - the blessed package to manage your versions by scm tags. MIT
  • pybuilder (🥉27 · ⭐ 1.8K · 📈) - Software build automation tool for Python. Apache-2
  • pyrasite (🥉22 · ⭐ 2.8K · 📈) - Inject code into running Python processes. ❗️GPL-3.0

📉 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.

  • Nuitka (🥇39 · ⭐ 14K · 📉) - Nuitka is a Python compiler written in Python. Its fully.. Apache-2
  • playwright-python (🥇39 · ⭐ 13K · 📉) - Python version of the Playwright testing and.. Apache-2
  • tox (🥇39 · ⭐ 3.8K · 📉) - Command line driven CI frontend and development task automation tool. MIT
  • mimesis (🥈32 · ⭐ 4.6K · 📉) - Mimesis is a robust data generator for Python that can produce a wide.. MIT
  • mkdocs-print-site-plugin (🥉23 · ⭐ 170 · 📉) - MkDocs Plugin that adds an additional page that.. MIT

Update: 2025.07.24

24 Jul 15:05
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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 (🥇46 · ⭐ 11K · 📈) - Cross-platform lib for process and system monitoring in Python. BSD-3
  • pre-commit (🥇42 · ⭐ 14K · 📈) - A framework for managing and maintaining multi-language pre-commit.. MIT
  • tabulate (🥈34 · ⭐ 2.4K · 📈) - Pretty-print tabular data in Python, a library and a command-line.. MIT
  • alive-progress (🥈33 · ⭐ 5.9K · 📈) - A new kind of Progress Bar, with real-time throughput, ETA,.. MIT
  • ddt (🥉27 · ⭐ 440 · 💀) - Data-Driven Tests for Python Unittest. 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.

  • setuptools (🥇46 · ⭐ 2.7K · 📉) - Official project repository for the Setuptools build system. MIT
  • prospector (🥇33 · ⭐ 2K · 📉) - Inspects Python source files and provides information about.. ❗️GPL-2.0
  • pytype (🥉32 · ⭐ 4.9K · 📉) - A static type analyzer for Python code. Apache-2
  • pylint-django (🥈28 · ⭐ 610 · 📉) - Pylint plugin for improving code analysis for when.. ❗️GPL-3.0
  • pyrasite (🥉19 · ⭐ 2.8K · 📉) - Inject code into running Python processes. ❗️GPL-3.0

Update: 2025.07.17

17 Jul 15:03
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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.

  • rich (🥇46 · ⭐ 53K · 📈) - Rich is a Python library for rich text and beautiful formatting in the.. MIT
  • pyinstrument (🥈36 · ⭐ 7.2K · 📈) - Call stack profiler for Python. Shows you why your code is.. BSD-3
  • safety (🥈36 · ⭐ 1.9K · 📈) - Safety checks Python dependencies for known security vulnerabilities.. MIT
  • py2exe (🥉28 · ⭐ 950 · 📈) - Create standalone Windows programs from Python code. MIT
  • pytest-datadir (🥉27 · ⭐ 260 · 📈) - pytest plugin for manipulating test data directories and.. 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.

  • autopep8 (🥉35 · ⭐ 4.6K · 📉) - A tool that automatically formats Python code to conform to the PEP.. MIT
  • ruff (🥈30 · ⭐ 41K · 📉) - An extremely fast Python linter and code formatter, written in Rust. MIT
  • detect-secrets (🥉29 · ⭐ 4.2K · 📉) - An enterprise friendly way of detecting and preventing.. Apache-2
  • ddt (🥉25 · ⭐ 440 · 💀) - Data-Driven Tests for Python Unittest. MIT
  • xxh (🥉19 · ⭐ 5.7K · 📉) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2

Update: 2024.05.30

30 May 14:53
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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.

  • pipenv (🥇45 · ⭐ 25K · 📈) - Python Development Workflow for Humans. MIT
  • playwright-python (🥇39 · ⭐ 11K · 📈) - Python version of the Playwright testing and.. Apache-2
  • scons (🥈38 · ⭐ 2K · 📈) - SCons - a software construction tool. MIT
  • memray (🥈35 · ⭐ 13K · 📈) - Memray is a memory profiler for Python. Apache-2
  • asteval (🥉24 · ⭐ 170 · 📈) - minimalistic evaluator of python expression using ast module. 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-asyncio (🥈36 · ⭐ 1.3K · 📉) - Asyncio support for pytest. Apache-2
  • progressbar2 (🥈33 · ⭐ 850 · 📉) - Progressbar 2 - A progress bar for Python 2 and Python 3 -.. BSD-3
  • pdoc (🥈31 · ⭐ 1.8K · 📉) - API Documentation for Python Projects. Unlicense
  • Yappi (🥈29 · ⭐ 1.4K · 📉) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
  • pytest-testmon (🥉26 · ⭐ 800 · 📉) - Selects tests affected by changed files. Executes the.. MIT

Update: 2024.05.23

23 May 14:54
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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.

📉 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.

  • Scalene (🥈32 · ⭐ 11K · 📉) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
  • nox (🥈32 · ⭐ 1.2K · 📉) - Flexible test automation for Python. Apache-2
  • vulture (🥈30 · ⭐ 3.1K · 📉) - Find dead Python code. MIT
  • asv (🥉30 · ⭐ 840 · 📉) - Airspeed Velocity: A simple Python benchmarking tool with web-based.. BSD-3
  • mamba (🥉29 · ⭐ 6.4K · 📉) - The Fast Cross-Platform Package Manager. BSD-3

Update: 2024.05.16

16 May 17:16
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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.

  • Glances (🥇40 · ⭐ 25K · 📈) - Glances an Eye on your system. A top/htop alternative for.. ❗️LGPL-3.0
  • pytest-xdist (🥇40 · ⭐ 1.4K · 📈) - pytest plugin for distributed testing and loop-on-.. MIT
  • pyright (🥈39 · ⭐ 12K · 📈) - Static Type Checker for Python. MIT
  • pip-tools (🥈39 · ⭐ 7.5K · 📈) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
  • pyre-check (🥉35 · ⭐ 6.7K · 📈) - Performant type-checking for python. 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.

  • tqdm (🥇42 · ⭐ 28K · 📉) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
  • pyflakes (🥇36 · ⭐ 1.3K · 📉) - A simple program which checks Python source files for errors. MIT
  • setuptools_scm (🥈35 · ⭐ 820 · 📉) - the blessed package to manage your versions by scm tags. MIT
  • asv (🥉31 · ⭐ 840 · 📉) - Airspeed Velocity: A simple Python benchmarking tool with web-based.. BSD-3
  • pytest-mypy (🥉26 · ⭐ 240 · 📉) - Mypy static type checker plugin for Pytest. MIT

Update: 2024.05.09

09 May 15:40
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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.

  • Glances (🥇38 · ⭐ 25K · 📈) - Glances an Eye on your system. A top/htop alternative for.. ❗️LGPL-3.0
  • pipx (🥈36 · ⭐ 9K · 📈) - Install and Run Python Applications in Isolated Environments. MIT
  • setuptools_scm (🥈36 · ⭐ 820 · 📈) - the blessed package to manage your versions by scm tags. MIT
  • detect-secrets (🥈33 · ⭐ 3.5K · 📈) - An enterprise friendly way of detecting and preventing.. Apache-2
  • flake8-commas (🥉27 · ⭐ 130 · 📈) - Flake8 extension for enforcing trailing commas in python. 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.

  • poetry (🥈41 · ⭐ 30K · 📉) - Python packaging and dependency management made easy. MIT
  • pycodestyle (🥈34 · ⭐ 5K · 📉) - Simple Python style checker in one Python file. MIT
  • typed_ast (🥉26 · ⭐ 230 · 💤) - Modified fork of CPythons ast module that parses # type:.. Apache-2
  • buildout (🥉25 · ⭐ 570 · 💀) - Buildout is a deployment automation tool written in and.. ❗️ZPL-2.1
  • paver (🥉23 · ⭐ 460 · 💀) - Python-based project scripting. BSD-3