Update: 2022.10.27

📈 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.

• psutil (🥇45 · ⭐ 8.8K · 📈) - Cross-platform lib for process and system monitoring in Python. BSD-3
• pyflakes (🥇36 · ⭐ 1.2K · 📈) - A simple program which checks Python source files for errors. MIT
• pytest-xdist (🥈34 · ⭐ 990 · 📈) - pytest plugin for distributed testing and loop-on-failures.. MIT
• pytest-benchmark (🥈30 · ⭐ 980 · 📈) - py.test fixture for benchmarking code. BSD-2
• pytest-datadir (🥉24 · ⭐ 180 · 📈) - 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.

• pip (🥇46 · ⭐ 8.3K · 📉) - The Python package installer. MIT
• pytest-asyncio (🥉27 · ⭐ 1K · 📉) - Pytest support for asyncio. Apache-2
• flake8-bugbear (🥉24 · ⭐ 840 · 📉) - A plugin for Flake8 finding likely bugs and design.. MIT
• pytest-testmon (🥉21 · ⭐ 590 · 📉) - Selects tests affected by changed files. Executes the.. ❗️AGPL-3.0
• python-devtools (🥉16 · ⭐ 600 · 📉) - Dev tools for python. MIT

Update: 2022.10.20

📈 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 (🥇40 · ⭐ 5.3K · 📈) - Awesome autocompletion, static analysis and refactoring library for python. MIT
• isort (🥈38 · ⭐ 5.3K · 📈) - A Python utility / library to sort imports. MIT
• sphinx_rtd_theme (🥈38 · ⭐ 4.2K · 📈) - Sphinx theme for readthedocs.org. MIT
• progressbar2 (🥈34 · ⭐ 790 · 📈) - Progressbar 2 - A progress bar for Python 2 and Python 3 -.. BSD-3
• wheel (🥈34 · ⭐ 340 · 📈) - The official binary distribution format 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.

• robotframework (🥇40 · ⭐ 7.4K · 📉) - Generic automation framework for acceptance testing and.. Apache-2
• hypothesis (🥇40 · ⭐ 6.3K · 📉) - Hypothesis is a powerful, flexible, and easy to use library.. MPL-2.0
• pytest-cov (🥇36 · ⭐ 1.3K · 📉) - Coverage plugin for pytest. MIT
• pyflakes (🥈34 · ⭐ 1.2K · 📉) - A simple program which checks Python source files for errors. MIT
• pytype (🥈32 · ⭐ 3.9K · 📉) - A static type analyzer for Python code. Apache-2

Update: 2022.10.13

📈 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.

• loguru (🥈36 · ⭐ 13K · 📈) - Python logging made (stupidly) simple. MIT
• twine (🥈35 · ⭐ 1.3K · 📈) - Utilities for interacting with PyPI. Apache-2
• pdoc (🥈32 · ⭐ 1.4K · 📈) - API Documentation for Python Projects. Unlicense
• flake8-builtins (🥉27 · ⭐ 89 · 📈) - Check for python builtins being used as variables or.. ❗️GPL-2.0
• yala (🥉16 · ⭐ 13 · 💤) - Yet Another Linter Aggregator. 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 · ⭐ 4.9K · 📉) - The Sphinx documentation generator. BSD-3
• pyinstaller (🥇41 · ⭐ 9.6K · 📉) - Freeze (package) Python programs into stand-alone.. ❗️GPL-2.0
• structlog (🥈36 · ⭐ 2.2K · 📉) - Simple, powerful, and fast logging for Python. Apache-2
• pyright (🥈35 · ⭐ 8.5K · 📉) - Static type checker for Python. MIT
• tabulate (🥈33 · ⭐ 1.4K · 📉) - Pretty-print tabular data in Python, a library and a command-line.. MIT

Update: 2022.10.06

📈 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.

• hypothesis (🥇41 · ⭐ 6.2K · 📈) - Hypothesis is a powerful, flexible, and easy to use library.. MPL-2.0
• pip-tools (🥈37 · ⭐ 6.3K · 📈) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
• invoke (🥇36 · ⭐ 3.7K · 📈) - Pythonic task management & command execution. BSD-2
• tabulate (🥈35 · ⭐ 1.4K · 📈) - Pretty-print tabular data in Python, a library and a command-line.. MIT
• hacking (🥈29 · ⭐ 220 · 📈) - OpenStack Hacking Style Checks. Mirror of code maintained at.. 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.

• loguru (🥈35 · ⭐ 13K · 📉) - Python logging made (stupidly) simple. MIT
• nose (🥈33 · ⭐ 1.4K · 💀) - nose is nicer testing for python. ❗️LGPL-2.1+
• PySnooper (🥈29 · ⭐ 15K · 📉) - Never use print for debugging again. MIT
• alive-progress (🥉27 · ⭐ 3.8K · 📉) - A new kind of Progress Bar, with real-time throughput, ETA,.. MIT
• sphinx-autobuild (🥉23 · ⭐ 420 · 💀) - Watch a Sphinx directory and rebuild the.. MIT

Update: 2022.09.29

📈 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.

• sphinx (🥇44 · ⭐ 4.9K · 📈) - The Sphinx documentation builder. BSD-3
• hypothesis (🥇40 · ⭐ 6.2K · 📈) - Hypothesis is a powerful, flexible, and easy to use library.. MPL-2.0
• pytest-cov (🥇37 · ⭐ 1.3K · 📈) - Coverage plugin for pytest. MIT
• wemake-python-styleguide (🥇36 · ⭐ 2K · 📈) - The strictest and most opinionated python linter ever!. MIT
• mccabe (🥇30 · ⭐ 500 · 💤) - McCabe complexity checker for Python. ❗️Saxpath

📉 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.

• black (🥇42 · ⭐ 29K · 📉) - The uncompromising Python code formatter. MIT
• virtualenv (🥈40 · ⭐ 4.3K · 📉) - Virtual Python Environment builder. MIT
• yapf (🥉35 · ⭐ 13K · 📉) - A formatter for Python files. Apache-2
• scons (🥈34 · ⭐ 1.5K · 📉) - SCons - a software construction tool. MIT
• twine (🥈34 · ⭐ 1.3K · 📉) - Utilities for interacting with PyPI. Apache-2

➕ Added Projects

Projects that were recently added to this best-of list.

• freshenv (🥉14 · ⭐ 120 · ➕) - Provision, share, manage local and cloud developer environments. ❗️GPL-3.0

Update: 2022.09.22

📈 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.

• pylama (🥈29 · ⭐ 930 · 📈) - Code audit tool for python. MIT
• beartype (🥉27 · ⭐ 1.3K · 📈) - Unbearably fast O(1) runtime type-checking in pure Python. MIT
• darglint (🥉27 · ⭐ 440 · 💤) - A python documentation linter which checks that the docstring.. MIT
• data-science-types (🥉23 · ⭐ 190 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
• pytest-datadir (🥉22 · ⭐ 170 · 📈) - 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.

• nodeenv (🥈34 · ⭐ 1.5K · 📉) - Virtual environment for Node.js & integrator with virtualenv. BSD-3
• tabulate (🥈34 · ⭐ 1.4K · 📉) - Pretty-print tabular data in Python, a library and a command-line.. MIT
• playwright-python (🥈33 · ⭐ 6.9K · 📉) - Python version of the Playwright testing and.. Apache-2
• pytype (🥈32 · ⭐ 3.9K · 📉) - A static type analyzer for Python code. Apache-2
• pipx (🥉28 · ⭐ 5.5K · 📉) - Install and Run Python Applications in Isolated Environments. MIT

Update: 2022.09.15

📈 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.

• tqdm (🥇42 · ⭐ 23K · 📈) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
• pyinstaller (🥇42 · ⭐ 9.5K · 📈) - Freeze (package) Python programs into stand-alone.. ❗️GPL-2.0
• shiv (🥉25 · ⭐ 1.5K · 📈) - shiv is a command line utility for building fully self contained Python.. BSD-2
• python-hunter (🥉24 · ⭐ 690 · 📈) - Hunter is a flexible code tracing toolkit. BSD-2
• universal-build (🥉15 · ⭐ 18 · 💤) - Universal build utilities for containerized build pipelines. 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 · ⭐ 4.9K · 📉) - Main repository for the Sphinx documentation builder. BSD-3
• pylama (🥈27 · ⭐ 930 · 📉) - Code audit tool for python. MIT
• green (🥉27 · ⭐ 740 · 📉) - Green is a clean, colorful, fast python test runner. MIT
• darglint (🥉24 · ⭐ 440 · 💤) - A python documentation linter which checks that the docstring.. MIT
• data-science-types (🥉20 · ⭐ 190 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2

Update: 2022.09.08

📈 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.

• invoke (🥇35 · ⭐ 3.7K · 📈) - Pythonic task management & command execution. BSD-2
• py-spy (🥈33 · ⭐ 9K · 📈) - Sampling profiler for Python programs. MIT
• doit (🥉33 · ⭐ 1.5K · 📈) - task management & automation tool. MIT
• pytest-xdist (🥈33 · ⭐ 970 · 📈) - pytest plugin for distributed testing and loop-on-failures.. MIT
• asteval (🥉25 · ⭐ 140 · 📈) - 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.

• Nuitka (🥈35 · ⭐ 7.4K · 📉) - Nuitka is a Python compiler written in Python. Its fully.. Apache-2
• coveralls-python (🥉30 · ⭐ 480 · 📉) - Show coverage stats online via coveralls.io. MIT
• PyOxidizer (🥈29 · ⭐ 4.2K · 📉) - A modern Python application packaging and distribution tool. MPL-2.0
• prospector (🥈27 · ⭐ 1.7K · 📉) - Inspects Python source files and provides information about.. ❗️GPL-2.0
• pip-run (🥉19 · ⭐ 75 · 📉) - pip-run - dynamic dependency loader for Python. MIT

Update: 2022.09.01

📈 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.

• Scalene (🥈31 · ⭐ 6K · 📈) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
• colorlog (🥈31 · ⭐ 760 · 📈) - A colored formatter for the python logging module. MIT
• asv (🥉26 · ⭐ 710 · 📈) - Airspeed Velocity: A simple Python benchmarking tool with web-based.. BSD-3
• releases (🥉23 · ⭐ 160 · 📈) - A powerful Sphinx changelog-generating extension. BSD-2
• pip-run (🥉20 · ⭐ 75 · 📈) - pip-run - dynamic dependency loader 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.

• hypothesis (🥇39 · ⭐ 6.2K · 📉) - Hypothesis is a powerful, flexible, and easy to use library.. MPL-2.0
• loguru (🥈36 · ⭐ 13K · 📉) - Python logging made (stupidly) simple. MIT
• bandit (🥇36 · ⭐ 4.4K · 📉) - Bandit is a tool designed to find common security issues in.. Apache-2
• pyflakes (🥇36 · ⭐ 1.2K · 📉) - A simple program which checks Python source files for errors. MIT
• wemake-python-styleguide (🥈34 · ⭐ 2K · 📉) - The strictest and most opinionated python linter ever!. MIT

Update: 2022.08.25

📈 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.

• mkdocs-material (🥇41 · ⭐ 11K · 📈) - Documentation that simply works. MIT
• jedi (🥇39 · ⭐ 5.2K · 📈) - Awesome autocompletion, static analysis and refactoring library for python. MIT
• pycodestyle (🥇38 · ⭐ 4.7K · 📈) - Simple Python style checker in one Python file. ❗️Saxpath
• structlog (🥈36 · ⭐ 2.1K · 📈) - Structured Logging for Python. Apache-2
• autoflake (🥈29 · ⭐ 580 · 📈) - Removes unused imports and unused variables as reported by pyflakes. 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 (🥈39 · ⭐ 21K · 📉) - Python dependency management and packaging made easy. MIT
• pip-tools (🥈36 · ⭐ 6.2K · 📉) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
• typed_ast (🥈29 · ⭐ 210 · 📉) - Modified fork of CPythons ast module that parses # type:.. Apache-2
• coala (🥈28 · ⭐ 3.4K · 💀) - coala provides a unified command-line interface for linting and.. ❗️AGPL-3.0
• typeguard (🥈27 · ⭐ 990 · 📉) - Run-time type checker for Python. MIT