Update: 2023.06.08

📈 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.

• nose2 (🥈34 · ⭐ 750 · 📈) - The successor to nose, based on unittest2. BSD-2
• memory-profiler (🥈29 · ⭐ 3.9K · 📈) - Monitor Memory usage of Python code. BSD-3
• pytest-randomly (🥉26 · ⭐ 520 · 📈) - Pytest plugin to randomly order tests and control random.seed. MIT
• pympler (🥉25 · ⭐ 1K · 💤) - Development tool to measure, monitor and analyze the memory.. Apache-2
• flake8-bandit (🥉20 · ⭐ 100 · 💤) - 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-xdist (🥉27 · ⭐ 1.2K · 📉) - pytest plugin for distributed testing and loop-on-.. MIT
• cx_Freeze (🥉26 · ⭐ 1.1K · 📉) - Create standalone executables from Python scripts, with.. ❗Unlicensed
• numpydoc (🥉25 · ⭐ 240 · 📉) - Numpys Sphinx extensions. ❗Unlicensed
• buildout (🥉21 · ⭐ 560 · 💤) - Buildout is a deployment automation tool written in and.. ❗Unlicensed
• paver (🥉15 · ⭐ 450 · 📉) - Python-based project scripting. ❗Unlicensed

Update: 2023.06.01

📈 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.

• sphinx_rtd_theme (🥈37 · ⭐ 4.4K · 📈) - Sphinx theme for readthedocs.org. MIT
• pytest-xdist (🥈35 · ⭐ 1.2K · 📈) - pytest plugin for distributed testing and loop-on-.. MIT
• astor (🥈28 · ⭐ 720 · 📈) - Python AST read/write. BSD-3
• typed_ast (🥈28 · ⭐ 220 · 💤) - Modified fork of CPythons ast module that parses # type:.. Apache-2
• paver (🥉24 · ⭐ 450 · 📈) - Python-based project scripting. 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.

• typeguard (🥉30 · ⭐ 1.2K · 📉) - Run-time type checker for Python. ❗Unlicensed
• freezegun (🥉26 · ⭐ 3.7K · 📉) - Let your Python tests travel through time. Apache-2
• memory-profiler (🥉22 · ⭐ 3.9K · 📉) - Monitor Memory usage of Python code. ❗Unlicensed
• pympler (🥉20 · ⭐ 1K · 💤) - Development tool to measure, monitor and analyze the memory.. Apache-2
• add-trailing-comma (🥉17 · ⭐ 300 · 📉) - A tool (and pre-commit hook) to automatically add.. MIT

Update: 2023.05.25

📈 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.

• hypothesis (🥇42 · ⭐ 6.7K · 📈) - Hypothesis is a powerful, flexible, and easy to use library.. MPL-2.0
• poetry (🥈40 · ⭐ 25K · 📈) - Python packaging and dependency management made easy. MIT
• cx_Freeze (🥈31 · ⭐ 1.1K · 📈) - Create standalone executables from Python scripts, with the.. Python-2.0
• hacking (🥈28 · ⭐ 230 · 📈) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
• icecream (🥈26 · ⭐ 6.8K · 📈) - 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.

• pytype (🥉25 · ⭐ 4.2K · 📉) - A static type analyzer for Python code. ❗Unlicensed
• astor (🥉22 · ⭐ 720 · 📉) - Python AST read/write. BSD-3
• typed_ast (🥉19 · ⭐ 220 · 💤) - Modified fork of CPythons ast module that parses # type:.. ❗Unlicensed
• paver (🥉15 · ⭐ 450 · 📉) - Python-based project scripting. ❗Unlicensed
• memory_profiler (🥉15 · ⭐ 82 · 💀) - Monitor Memory usage of Python code. ❗Unlicensed

Update: 2023.05.18

📈 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.

• freezegun (🥈33 · ⭐ 3.7K · 📈) - Let your Python tests travel through time. Apache-2
• factory_boy (🥈31 · ⭐ 3.1K · 📈) - A test fixtures replacement for Python. MIT
• buildout (🥉29 · ⭐ 560 · 📈) - Buildout is a deployment automation tool written in and.. ❗️ZPL-2.1
• memory_profiler (🥉26 · ⭐ 3.8K · 💀) - Monitor Memory usage of Python code. BSD-3
• paver (🥉24 · ⭐ 450 · 📈) - Python-based project scripting. 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.

• mypy (🥇42 · ⭐ 15K · 📉) - Optional static typing for Python. ❗Unlicensed
• line_profiler (🥉22 · ⭐ 1.8K · 📉) - Line-by-line profiling for Python. ❗Unlicensed
• hacking (🥉19 · ⭐ 230 · 📉) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
• pytest-datadir (🥉19 · ⭐ 200 · 📉) - pytest plugin for manipulating test data directories.. ❗Unlicensed
• assertpy (🥉12 · ⭐ 19 · 💀) - Simple assertion library for unit testing in python with a fluent API. BSD-3

➕ Added Projects

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

• ruff (🥇40 · ⭐ 15K · ➕) - An extremely fast Python linter, written in Rust. MIT

Update: 2023.05.04

📈 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.

• buildout (🥉29 · ⭐ 560 · 📈) - Buildout is a deployment automation tool written in and.. ❗️ZPL-2.1
• rebound (🥉26 · ⭐ 4K · 💀) - Command-line tool that instantly fetches Stack Overflow results when an.. MIT
• flake8-comprehensions (🥉26 · ⭐ 430 · 📈) - A flake8 plugin to help you write better.. MIT
• asteval (🥉26 · ⭐ 150 · 📈) - minimalistic evaluator of python expression using ast module. MIT
• paver (🥉24 · ⭐ 450 · 📈) - Python-based project scripting. 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.

• alabaster (🥈31 · ⭐ 690 · 📉) - Lightweight, configurable Sphinx theme. ❗Unlicensed
• pytest-xdist (🥉27 · ⭐ 1.1K · 📉) - pytest plugin for distributed testing and loop-on-.. MIT
• cx_Freeze (🥉26 · ⭐ 1.1K · 📉) - Create standalone executables from Python scripts, with.. ❗Unlicensed
• sphinx-bootstrap-theme (🥉20 · ⭐ 590 · 💀) - Sphinx Bootstrap Theme. MIT
• pynsist (🥉18 · ⭐ 840 · 💀) - Build Windows installers for Python applications. ❗Unlicensed

Update: 2023.04.27

📈 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.

• pyinstrument (🥈31 · ⭐ 5.3K · 📈) - Call stack profiler for Python. Shows you why your code is.. BSD-3
• autoflake (🥈28 · ⭐ 750 · 📈) - Removes unused imports and unused variables as reported by pyflakes. MIT
• astor (🥇28 · ⭐ 710 · 📈) - Python AST read/write. BSD-3
• line_profiler (🥉26 · ⭐ 1.8K · 📈) - Line-by-line profiling for Python. BSD-3
• flake8-import-order (🥉25 · ⭐ 270 · 📈) - Flake8 plugin that checks import order against.. ❗️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.

• sphinx_rtd_theme (🥈31 · ⭐ 4.4K · 📉) - Sphinx theme for readthedocs.org. MIT
• memory-profiler (🥉22 · ⭐ 3.9K · 📉) - Monitor Memory usage of Python code. ❗Unlicensed
• buildout (🥉22 · ⭐ 560 · 📉) - Buildout is a deployment automation tool written in and.. ❗Unlicensed
• dlint (🥉16 · ⭐ 140 · 📉) - Dlint is a tool for encouraging best coding practices and helping.. BSD-3
• paver (🥉15 · ⭐ 450 · 📉) - Python-based project scripting. ❗Unlicensed

Update: 2023.04.20

📈 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.

• setuptools (🥇46 · ⭐ 2K · 📈) - Official project repository for the Setuptools build system. MIT
• psutil (🥇45 · ⭐ 9.2K · 📈) - Cross-platform lib for process and system monitoring in Python. BSD-3
• buildbot (🥈36 · ⭐ 5K · 📈) - Python-based continuous integration testing framework; your pull.. ❗️GPL-2.0
• pipreqs (🥈34 · ⭐ 5.1K · 📈) - pipreqs - Generate pip requirements.txt file based on imports of.. Apache-2
• pyship (🥉13 · ⭐ 32 · 📈) - pyship - ship Python desktop apps to end users. 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.

• numpydoc (🥈28 · ⭐ 240 · 📉) - Numpys Sphinx extensions. ❗Unlicensed
• freezegun (🥉27 · ⭐ 3.6K · 📉) - Let your Python tests travel through time. Apache-2
• pyupgrade (🥈24 · ⭐ 2.6K · 📉) - A tool (and pre-commit hook) to automatically upgrade syntax for.. MIT
• flake8-import-order (🥉18 · ⭐ 270 · 📉) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0
• memory_profiler (🥉15 · ⭐ 78 · 💀) - Monitor Memory usage of Python code. ❗Unlicensed

Update: 2023.04.13

📈 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.

• pip (🥇47 · ⭐ 8.7K · 📈) - The Python package installer. MIT
• loguru (🥈37 · ⭐ 15K · 📈) - Python logging made (stupidly) simple. MIT
• pipreqs (🥈33 · ⭐ 5K · 📈) - pipreqs - Generate pip requirements.txt file based on imports of.. Apache-2
• flit (🥉32 · ⭐ 1.9K · 📈) - Simplified packaging of Python modules. BSD-3
• mkdocs-awesome-pages-plugin (🥉26 · ⭐ 310 · 📈) - An MkDocs plugin that simplifies configuring page.. 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.

• flake8 (🥇41 · ⭐ 2.8K · 📉) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
• rope (🥇35 · ⭐ 1.6K · 📉) - a python refactoring library. ❗️LGPL-3.0
• alabaster (🥈33 · ⭐ 690 · 📉) - Lightweight, configurable Sphinx theme. BSD-3
• pydocstyle (🥈31 · ⭐ 1K · 📉) - docstring style checker. MIT
• pyinstrument (🥈29 · ⭐ 5.2K · 📉) - Call stack profiler for Python. Shows you why your code is.. BSD-3

Update: 2023.04.06

📈 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.

• conda (🥇43 · ⭐ 5.3K · 📈) - A system-level, binary package and environment manager running on all.. BSD-3
• pre-commit (🥇42 · ⭐ 10K · 📈) - A framework for managing and maintaining multi-language pre-commit.. MIT
• pytest-html (🥇35 · ⭐ 580 · 📈) - Plugin for generating HTML reports for pytest results. MPL-2.0
• Griffe (🥈28 · ⭐ 150 · 📈) - Signatures for entire Python programs. Extract the structure, the.. ISC
• Mamba Test Runner (🥉25 · ⭐ 500 · 💀) - The definitive testing tool for Python. Born under the.. 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 (🥇44 · ⭐ 5.3K · 📉) - The Sphinx documentation generator. BSD-3
• sphinx_rtd_theme (🥈37 · ⭐ 4.3K · 📉) - Sphinx theme for readthedocs.org. MIT
• numpydoc (🥈34 · ⭐ 23K · 📉) - Numpys Sphinx extensions. BSD-3
• tabulate (🥈34 · ⭐ 1.6K · 📉) - Pretty-print tabular data in Python, a library and a command-line.. MIT
• playwright-python (🥈32 · ⭐ 8.4K · 📉) - Python version of the Playwright testing and.. Apache-2

Update: 2023.03.30

📈 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.

• pyre-check (🥈34 · ⭐ 6.3K · 📈) - Performant type-checking for python. MIT
• pytest-asyncio (🥈34 · ⭐ 1.1K · 📈) - Asyncio support for pytest. Apache-2
• radon (🥈32 · ⭐ 1.4K · 📈) - Various code metrics for Python code. MIT
• alive-progress (🥈31 · ⭐ 4.3K · 📈) - A new kind of Progress Bar, with real-time throughput, ETA,.. MIT
• nitpick (🥉26 · ⭐ 330 · 📈) - Enforce the same settings on multiple projects. 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.

• pdoc (🥈32 · ⭐ 1.5K · 📉) - API Documentation for Python Projects. Unlicense
• pyupgrade (🥈29 · ⭐ 2.6K · 📉) - A tool (and pre-commit hook) to automatically upgrade syntax for.. MIT
• pytest-sugar (🥉29 · ⭐ 1K · 📉) - a plugin for py.test that changes the default look and.. BSD-3
• coveralls-python (🥉29 · ⭐ 510 · 📉) - Show coverage stats online via coveralls.io. MIT
• Mamba Test Runner (🥉23 · ⭐ 500 · 💀) - The definitive testing tool for Python. Born under the.. MIT