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

Update: 2022.02.10

📈 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 (🥇42 · ⭐ 35K · 📈) - Rich is a Python library for rich text and beautiful formatting in the.. MIT
• asv (🥉28 · ⭐ 630 · 📈) - Airspeed Velocity: A simple Python benchmarking tool with web-based.. BSD-3
• alive-progress (🥉26 · ⭐ 3.1K · 📈) - A new kind of Progress Bar, with real-time throughput, ETA,.. MIT
• pandas-vet (🥉21 · ⭐ 130 · 📈) - A plugin for Flake8 that checks pandas code. MIT
• pytest-docker (🥉20 · ⭐ 270 · 💤) - Docker-based integration tests. 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.

• mypy (🥇42 · ⭐ 12K · 📉) - Optional static typing for Python. MIT
• isort (🥈39 · ⭐ 4.5K · 📉) - A Python utility / library to sort imports. MIT
• yapf (🥈37 · ⭐ 12K · 📉) - A formatter for Python files. Apache-2
• pdoc3 (🥉25 · ⭐ 790 · 📉) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0
• snoop (🥉22 · ⭐ 700 · 📉) - A powerful set of Python debugging tools, based on PySnooper. MIT

Update: 2022.01.27

📈 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.

• robotframework (🥇42 · ⭐ 6.6K · 📈) - Generic automation framework for acceptance testing and.. Apache-2
• tox (🥇38 · ⭐ 2.6K · 📈) - Command line driven CI frontend and development task automation tool. MIT
• sentry-sdk (🥇38 · ⭐ 1.1K · 📈) - The new Python SDK for Sentry.io. BSD-2
• pre-commit (🥇37 · ⭐ 7.3K · 📈) - A framework for managing and maintaining multi-language pre-.. MIT
• pycco (🥉23 · ⭐ 760 · 💀) - Literate-style documentation generator. 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.

• pyflakes (🥈34 · ⭐ 1.1K · 📉) - A simple program which checks Python source files for errors. MIT
• pyenv (🥈31 · ⭐ 26K · 📉) - Simple Python version management. MIT
• pyelftools (🥈29 · ⭐ 1.4K · 📉) - Parsing ELF and DWARF in Python. Unlicense
• pep8-naming (🥉27 · ⭐ 360 · 📉) - Naming Convention checker for Python. ❗️Saxpath
• mamba (🥉26 · ⭐ 2.7K · 📉) - The Fast Cross-Platform Package Manager. BSD-3

Update: 2022.01.20

📈 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.

• conda (🥈40 · ⭐ 4.5K · 📈) - OS-agnostic, system-level binary package manager and ecosystem. BSD-3
• pyflakes (🥇35 · ⭐ 1.1K · 📈) - A simple program which checks Python source files for errors. MIT
• loguru (🥈34 · ⭐ 11K · 📈) - Python logging made (stupidly) simple. MIT
• setuptools_scm (🥈34 · ⭐ 540 · 📈) - the blessed package to manage your versions by scm tags. MIT
• flake8-isort (🥉27 · ⭐ 110 · 📈) - flake8 plugin that integrates isort. ❗️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.

• autopep8 (🥉35 · ⭐ 4K · 📉) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
• pympler (🥉27 · ⭐ 860 · 📉) - Development tool to measure, monitor and analyze the memory.. Apache-2

➕ Added Projects

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

• pytkdocs (🥉23 · ⭐ 41 · ➕) - Load Python objects documentation. ISC

Update: 2022.01.17

📈 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.

• sphinx_rtd_theme (🥈35 · ⭐ 3.9K · 📈) - Sphinx theme for readthedocs.org. MIT
• invoke (🥈33 · ⭐ 3.5K · 📈) - Pythonic task management & command execution. BSD-2
• doit (🥈33 · ⭐ 1.3K · 📈) - task management & automation tool. MIT
• PyOxidizer (🥉26 · ⭐ 3.4K · 📈) - A modern Python application packaging and distribution tool. MPL-2.0
• pytest-plugins (🥉24 · ⭐ 400 · 📈) - A grab-bag of nifty pytest plugins. 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.

• pyflakes (🥈34 · ⭐ 1.1K · 📉) - A simple program which checks Python source files for errors. MIT
• hacking (🥉27 · ⭐ 220 · 📉) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
• pytest-mypy (🥉25 · ⭐ 200 · 💤) - Mypy static type checker plugin for Pytest. MIT
• flake8-isort (🥉25 · ⭐ 110 · 📉) - flake8 plugin that integrates isort. ❗️GPL-2.0
• alive-progress (🥉24 · ⭐ 3K · 📉) - A new kind of Progress Bar, with real-time throughput, ETA,.. MIT

Update: 2022.01.13

📈 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.

• pytest (🥇47 · ⭐ 8.1K · 📈) - The pytest framework makes it easy to write small tests, yet.. MIT
• pip (🥇45 · ⭐ 7.7K · 📈) - The Python package installer. MIT
• setuptools (🥇45 · ⭐ 1.5K · 📈) - Official project repository for the Setuptools build system. MIT
• black (🥇43 · ⭐ 24K · 📈) - The uncompromising Python code formatter. MIT
• pyinstaller (🥇37 · ⭐ 8.7K · 📈) - Freeze (package) Python programs into stand-alone.. ❗️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.

• gast (🥉27 · ⭐ 120 · 📉) - Python AST that abstracts the underlying Python version. BSD-3
• pytest-lazy-fixture (🥉20 · ⭐ 230 · 📉) - It helps to use fixtures in pytest.mark.parametrize. MIT
• flake8-black (🥉20 · ⭐ 100 · 📉) - flake8 plugin to run black for checking Python coding style. MIT
• assertpy (🥉19 · ⭐ 250 · 💀) - Simple assertion library for unit testing in python with a fluent.. BSD-3
• sphinx-markdown-builder (🥉19 · ⭐ 120 · 📉) - sphinx builder that outputs markdown files. MIT

Update: 2022.01.06

📈 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.

• pytest (🥇36 · ⭐ 8.1K · 📈) - The pytest framework makes it easy to write small tests, yet.. MIT
• pyflakes (🥇34 · ⭐ 1.1K · 📈) - A simple program which checks Python source files for errors. MIT
• ipdb (🥇30 · ⭐ 1.5K · 📈) - Integration of IPython pdb. BSD-3
• progressbar2 (🥈30 · ⭐ 740 · 📈) - Progressbar 2 - A progress bar for Python 2 and Python 3 -.. BSD-3
• pylint-django (🥈29 · ⭐ 490 · 📈) - Pylint plugin for improving code analysis for when.. ❗️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.

• pre-commit (🥇31 · ⭐ 7.2K · 📉) - A framework for managing and maintaining multi-language pre-.. MIT
• invoke (🥇31 · ⭐ 3.5K · 📉) - Pythonic task management & command execution. BSD-2
• nose (🥈31 · ⭐ 1.3K · 💀) - nose is nicer testing for python. ❗️LGPL-2.1+
• python-json-logger (🥈31 · ⭐ 1.2K · 📉) - Json Formatter for the standard python logger. BSD-2
• mkdocs-with-pdf (🥉20 · ⭐ 120 · 📉) - Generate a single PDF file from MkDocs repository. MIT