Update: 2022.06.09

📈 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 · ⭐ 4.6K · 📈) - Main repository for the Sphinx documentation builder. BSD-3
• numpydoc (🥈36 · ⭐ 20K · 📈) - Numpys Sphinx extensions. BSD-3
• progressbar2 (🥈33 · ⭐ 770 · 📈) - Progressbar 2 - A progress bar for Python 2 and Python 3 -.. BSD-3
• pyarmor (🥈32 · ⭐ 1.5K · 📈) - A tool used to obfuscate python scripts, bind obfuscated.. ❗️SGI-B-2.0
• PyOxidizer (🥉29 · ⭐ 3.8K · 📈) - A modern Python application packaging and distribution tool. MPL-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.

• mypy (🥇43 · ⭐ 13K · 📉) - Optional static typing for Python. MIT
• autopep8 (🥉34 · ⭐ 4.1K · 📉) - A tool that automatically formats Python code to conform to the PEP.. MIT
• asv (🥉27 · ⭐ 690 · 📉) - Airspeed Velocity: A simple Python benchmarking tool with web-based.. BSD-3
• dephell (🥉25 · ⭐ 1.7K · 💀) - Python project management. Manage packages: convert between formats,.. MIT
• imhotep (🥉19 · ⭐ 220 · 📉) - A static-analysis bot for Github. MIT

Update: 2022.06.02

📈 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.

• mypy (🥇44 · ⭐ 13K · 📈) - Optional static typing for Python. MIT
• pylint (🥇41 · ⭐ 4K · 📈) - Its not just a linter that annoys you!. ❗️GPL-2.0
• buildbot (🥇37 · ⭐ 4.8K · 📈) - Python-based continuous integration testing framework; your.. ❗️GPL-2.0
• twine (🥈36 · ⭐ 1.3K · 📈) - Utilities for interacting with PyPI. Apache-2
• pyflakes (🥇36 · ⭐ 1.1K · 📈) - A simple program which checks Python source files for errors. 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.

• prospector (🥈29 · ⭐ 1.6K · 📉) - Inspects Python source files and provides information about.. ❗️GPL-2.0
• PyHamcrest (🥉28 · ⭐ 630 · 📉) - Hamcrest matchers for Python. BSD-3
• Bpytop (🥉25 · ⭐ 8.6K · 📉) - Linux/OSX/FreeBSD resource monitor. Apache-2
• pympler (🥉25 · ⭐ 910 · 📉) - Development tool to measure, monitor and analyze the memory.. Apache-2
• flake8-bandit (🥉21 · ⭐ 82 · 📉) - Automated security testing using bandit and flake8. MIT

Update: 2022.05.26

📈 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.

• setuptools (🥇45 · ⭐ 1.7K · 📈) - Official project repository for the Setuptools build system. MIT
• poetry (🥇40 · ⭐ 20K · 📈) - Python dependency management and packaging made easy. MIT
• python-json-logger (🥈34 · ⭐ 1.3K · 📈) - Json Formatter for the standard python logger. BSD-2
• pudb (🥇33 · ⭐ 2.4K · 📈) - Full-screen console debugger for Python. MIT
• vulture (🥈27 · ⭐ 2.1K · 📈) - Find dead Python code. 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_scm (🥉32 · ⭐ 580 · 📉) - the blessed package to manage your versions by scm tags. MIT
• breathe (🥈31 · ⭐ 600 · 📉) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
• flit (🥉29 · ⭐ 1.7K · 📉) - Simplified packaging of Python modules. BSD-3
• pytest-bdd (🥉29 · ⭐ 1K · 📉) - BDD library for the py.test runner. MIT
• pytkdocs (🥉21 · ⭐ 47 · 📉) - Load Python objects documentation. ISC

Update: 2022.05.19

📈 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.

• robotframework (🥇41 · ⭐ 7K · 📈) - Generic automation framework for acceptance testing and.. Apache-2
• pre-commit (🥇40 · ⭐ 8.1K · 📈) - A framework for managing and maintaining multi-language pre-.. MIT
• pycodestyle (🥇37 · ⭐ 4.6K · 📈) - Simple Python style checker in one Python file. ❗️Saxpath
• wily (🥉24 · ⭐ 900 · 📈) - A Python application for tracking, reporting on timing and complexity.. Apache-2
• lazydocs (🥉19 · ⭐ 85 · 📈) - Generate markdown API documentation from Google-style 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.

• pyinstaller (🥇37 · ⭐ 9.1K · 📉) - Freeze (package) Python programs into stand-alone.. ❗️GPL-2.0
• wemake-python-styleguide (🥈34 · ⭐ 1.9K · 📉) - The strictest and most opinionated python linter ever!. MIT
• pyflakes (🥈34 · ⭐ 1.1K · 📉) - A simple program which checks Python source files for errors. MIT
• breathe (🥈32 · ⭐ 600 · 📉) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
• pydocstyle (🥈31 · ⭐ 890 · 📉) - docstring style checker. MIT

Update: 2022.05.12

📈 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.

• pip (🥇46 · ⭐ 8K · 📈) - The Python package installer. MIT
• isort (🥈38 · ⭐ 4.8K · 📈) - A Python utility / library to sort imports. MIT
• docformatter (🥉25 · ⭐ 280 · 📈) - Formats docstrings to follow PEP 257. MIT
• com2ann (🥉18 · ⭐ 110 · 💤) - Tool for translation type comments to type annotations in Python. MIT
• linty_fresh (🥉13 · ⭐ 180 · 💀) - Surface lint errors during code review. Apache-2 mypy

📉 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 (🥇44 · ⭐ 1.7K · 📉) - Official project repository for the Setuptools build system. MIT
• sphinx (🥇43 · ⭐ 4.6K · 📉) - Main repository for the Sphinx documentation builder. BSD-3
• pip-tools (🥈35 · ⭐ 5.9K · 📉) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
• buildbot (🥇35 · ⭐ 4.8K · 📉) - Python-based continuous integration testing framework; your.. ❗️GPL-2.0
• safety (🥉28 · ⭐ 1.3K · 📉) - Safety checks your installed dependencies for known security.. MIT

Update: 2022.05.05

📈 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.

• pytest-cov (🥇35 · ⭐ 1.2K · 📈) - Coverage plugin for pytest. MIT
• typed_ast (🥇30 · ⭐ 210 · 📈) - Modified fork of CPythons ast module that parses # type:.. Apache-2
• prettytable (🥉29 · ⭐ 760 · 📈) - Display tabular data in a visually appealing ASCII.. ❗️BSD-1-Clause
• uiautomator (🥉27 · ⭐ 1.8K · 💀) - Python wrapper of Android uiautomator test tool. MIT
• pdoc3 (🥉26 · ⭐ 830 · 📈) - Auto-generate API documentation for Python projects. ❗️AGPL-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.

• parso (🥈30 · ⭐ 490 · 📉) - A Python Parser. MIT
• notifiers (🥉26 · ⭐ 2.2K · 📉) - The easy way to send notifications. MIT
• gast (🥉26 · ⭐ 120 · 📉) - Python AST that abstracts the underlying Python version. BSD-3
• Birdseye (🥉19 · ⭐ 1.5K · 📉) - Graphical Python debugger which lets you easily view the values of.. MIT
• linty_fresh (🥉11 · ⭐ 180 · 💀) - Surface lint errors during code review. Apache-2 mypy

Update: 2022.04.28

📈 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.

• mypy (🥇43 · ⭐ 13K · 📈) - Optional static typing for Python. MIT
• pyinstaller (🥇38 · ⭐ 9.1K · 📈) - Freeze (package) Python programs into stand-alone.. ❗️GPL-2.0
• pycodestyle (🥇37 · ⭐ 4.6K · 📈) - Simple Python style checker in one Python file. ❗️Saxpath
• bandit (🥇37 · ⭐ 4.1K · 📈) - Bandit is a tool designed to find common security issues in.. Apache-2
• rope (🥇36 · ⭐ 1.3K · 📈) - a python refactoring library. ❗️LGPL-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.

• robotframework (🥇40 · ⭐ 6.9K · 📉) - Generic automation framework for acceptance testing and.. Apache-2
• flake8 (🥇39 · ⭐ 2K · 📉) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
• buildbot (🥇36 · ⭐ 4.8K · 📉) - Python-based continuous integration testing framework; your.. ❗️GPL-2.0
• autopep8 (🥉35 · ⭐ 4.1K · 📉) - A tool that automatically formats Python code to conform to the PEP.. MIT
• mimesis (🥈31 · ⭐ 3.6K · 📉) - Mimesis is a high-performance fake data generator for Python, which.. MIT

Update: 2022.04.21

📈 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.

• rich (🥇43 · ⭐ 37K · 📈) - Rich is a Python library for rich text and beautiful formatting in the.. MIT
• Glances (🥇37 · ⭐ 20K · 📈) - Glances an Eye on your system. A top/htop alternative for.. ❗️LGPL-3.0
• py-spy (🥈30 · ⭐ 8.3K · 📈) - Sampling profiler for Python programs. MIT
• pytest-bdd (🥈30 · ⭐ 990 · 📈) - BDD library for the py.test runner. MIT
• check-manifest (🥈27 · ⭐ 260 · 📈) - Tool to check the completeness of MANIFEST.in 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.

• pycodestyle (🥇36 · ⭐ 4.6K · 📉) - Simple Python style checker in one Python file. ❗️Saxpath
• twine (🥈35 · ⭐ 1.3K · 📉) - Utilities for interacting with PyPI. Apache-2
• setuptools_scm (🥈33 · ⭐ 560 · 📉) - the blessed package to manage your versions by scm tags. MIT
• pudb (🥇32 · ⭐ 2.4K · 📉) - Full-screen console debugger for Python. MIT
• sqlmap (🥈31 · ⭐ 23K · 📉) - Automatic SQL injection and database takeover tool. ❗️GPL-3.0

➕ Added Projects

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

• PDM (🥉26 · ⭐ 2.3K · ➕) - A modern Python package manager with PEP 582 support. MIT
• Griffe (🥉19 · ⭐ 47 · ➕) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
• autoimport (🥉17 · ⭐ 44 · ➕) - Autoimport automatically fixes wrong import statements. ❗️GPL-3.0

Update: 2022.04.14

📈 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 · ⭐ 22K · 📈) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
• tox (🥇40 · ⭐ 2.7K · 📈) - Command line driven CI frontend and development task automation tool. MIT
• stackprinter (🥉25 · ⭐ 1.2K · 📈) - Debugging-friendly exceptions for Python. MIT
• eradicate (🥉23 · ⭐ 130 · 📈) - Removes commented-out code from Python files. ❗️Saxpath
• flake8-bandit (🥉23 · ⭐ 78 · 📈) - Automated security testing using bandit and flake8. 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 (🥇34 · ⭐ 1.2K · 📉) - Coverage plugin for pytest. MIT
• pylama (🥈28 · ⭐ 880 · 📉) - Code audit tool for python. MIT
• flake8-quotes (🥉25 · ⭐ 140 · 📉) - Flake8 extension for checking quotes in python. MIT
• python-hunter (🥉22 · ⭐ 660 · 📉) - Hunter is a flexible code tracing toolkit. BSD-2
• pip-run (🥉16 · ⭐ 66 · 📉) - pip-run - dynamic dependency loader for Python. MIT

Update: 2022.02.17

📈 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 (🥇44 · ⭐ 8.1K · 📈) - Cross-platform lib for process and system monitoring in Python. BSD-3
• pre-commit (🥇39 · ⭐ 7.4K · 📈) - A framework for managing and maintaining multi-language pre-.. MIT
• buildbot (🥇37 · ⭐ 4.8K · 📈) - Python-based continuous integration testing framework; your.. ❗️GPL-2.0
• parso (🥈33 · ⭐ 480 · 📈) - A Python Parser. MIT
• icecream (🥉27 · ⭐ 5.7K · 📈) - Never use print() to debug again. 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.

• jedi (🥇40 · ⭐ 5.1K · 📉) - Awesome autocompletion, static analysis and refactoring library for python. MIT
• doit (🥉32 · ⭐ 1.3K · 📉) - task management & automation tool. MIT
• factory_boy (🥈30 · ⭐ 2.8K · 📉) - A test fixtures replacement for Python. MIT
• pytest-plugins (🥉23 · ⭐ 430 · 📉) - A grab-bag of nifty pytest plugins. MIT
• yala (🥉15 · ⭐ 13 · 📉) - Yet Another Linter Aggregator. MIT