Update: 2021.07.01

📈 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.

• pytest-mock (🥈30 · ⭐ 1.1K · 📈) - Thin-wrapper around the mock package for easier use with.. MIT
• gast (🥈28 · ⭐ 110 · 📈) - Python AST that abstracts the underlying Python version. BSD-3
• pudb (🥈27 · ⭐ 2.1K · 📈) - Full-screen console debugger for Python. MIT
• prospector (🥈27 · ⭐ 1.4K · 💤) - Inspects Python source files and provides information about.. ❗️GPL-2.0
• mypy-protobuf (🥈25 · ⭐ 360 · 📈) - open source tools to generate mypy stubs from protobufs. 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.

• autopep8 (🥇33 · ⭐ 3.8K · 📉) - A tool that automatically formats Python code to conform to the PEP.. MIT
• pylint (🥈31 · ⭐ 3.4K · 📉) - It's not just a linter that annoys you!. ❗️GPL-2.0
• freezegun (🥈31 · ⭐ 2.9K · 📉) - Let your Python tests travel through time. Apache-2
• nose (🥈31 · ⭐ 1.3K · 💀) - nose is nicer testing for python. ❗️LGPL-2.1+
• loguru (🥈30 · ⭐ 9.2K · 📉) - Python logging made (stupidly) simple. MIT

➕ Added Projects

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

• detect-secrets (🥉26 · ⭐ 1.9K · ➕) - An enterprise friendly way of detecting and preventing.. Apache-2
• briefcase (🥈25 · ⭐ 1.2K · ➕) - Tools to support converting a Python project into a standalone.. BSD-3
• pdoc3 (🥈25 · ⭐ 660 · ➕) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0
• wasabi (🥉25 · ⭐ 290 · ➕) - A lightweight console printing and formatting toolkit. MIT
• python-devtools (🥉19 · ⭐ 350 · ➕) - Dev tools for python. MIT
• heartrate (🥉17 · ⭐ 1.3K · 💀) - Simple real time visualisation of the execution of a Python program. MIT
• livepython (🥉12 · ⭐ 2.5K · 💀) - Visually trace Python code in real-time. MIT

Update: 2021.06.24

📈 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.

• pipenv (🥇37 · ⭐ 22K · 📈) - Python Development Workflow for Humans. MIT
• tqdm (🥇37 · ⭐ 19K · 📈) - A Fast, Extensible Progress Bar for Python and CLI. MIT
• python-coloredlogs (🥈28 · ⭐ 420 · 📈) - Colored terminal output for Python's logging module. MIT
• wily (🥉20 · ⭐ 770 · 📈) - A Python application for tracking, reporting on timing and complexity.. Apache-2
• pyship (🥉11 · ⭐ 11 · 📈) - 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.

• twine (🥈30 · ⭐ 1.1K · 📉) - Utilities for interacting with PyPI. Apache-2
• pyautogui (🥈29 · ⭐ 5.2K · 📉) - A cross-platform GUI automation Python module for human beings... BSD-3
• line_profiler (🥈28 · ⭐ 3.5K · 📉) - Line-by-line profiling for Python. BSD-3
• pudb (🥈26 · ⭐ 2.1K · 📉) - Full-screen console debugger for Python. MIT
• prettytable (🥉23 · ⭐ 490 · 📉) - Display tabular data in a visually appealing ASCII.. ❗️BSD-1-Clause

Update: 2021.06.03

📈 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.

• pyinstaller (🥇34 · ⭐ 8.1K · 📈) - Freeze (package) Python programs into stand-alone.. ❗️GPL-2.0
• playwright-python (🥈28 · ⭐ 4.6K · 📈) - Python version of the Playwright testing and.. Apache-2
• xenon (🥉23 · ⭐ 190 · 📈) - Monitoring tool based on radon. MIT
• data-science-types (🥉23 · ⭐ 180 · 📈) - Mypy stubs, i.e., type information, for numpy, pandas.. Apache-2
• pyflow (🥉19 · ⭐ 770 · 📈) - An installation and dependency system 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.

• psutil (🥇35 · ⭐ 7.4K · 📉) - Cross-platform lib for process and system monitoring in Python. BSD-3
• jedi (🥇35 · ⭐ 4.9K · 📉) - Awesome autocompletion, static analysis and refactoring library for python. MIT
• pyright (🥈25 · ⭐ 6.8K · 📉) - Static type checker for Python. MIT
• mypy-protobuf (🥉23 · ⭐ 350 · 📉) - open source tools to generate mypy stubs from protobufs. Apache-2
• stackprinter (🥉22 · ⭐ 1.1K · 📉) - Debugging-friendly exceptions for Python. MIT

Update: 2021.05.13

📈 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.

• rich (🥇33 · ⭐ 26K · 📈) - Rich is a Python library for rich text and beautiful formatting in the.. MIT
• logbook (🥈31 · ⭐ 1.4K · 💀) - A cool logging replacement for Python. BSD-3
• packaging (🥇31 · ⭐ 300 · 📈) - Core utilities for Python packages. BSD-2
• line_profiler (🥈29 · ⭐ 3.5K · 📈) - Line-by-line profiling for Python. BSD-3
• lazydocs (🥉16 · ⭐ 22 · 🐣) - 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.

• pipenv (🥇36 · ⭐ 22K · 📉) - Python Development Workflow for Humans. MIT
• black (🥈33 · ⭐ 21K · 📉) - The uncompromising Python code formatter. MIT
• hacking (🥈29 · ⭐ 220 · 📉) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2
• coala (🥈27 · ⭐ 3.2K · 📉) - coala provides a unified command-line interface for linting and.. ❗️AGPL-3.0
• pyflow (🥉17 · ⭐ 750 · 📉) - An installation and dependency system for Python. MIT

Update: 2021.04.29

📈 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.

• pylint (🥇34 · ⭐ 3.3K · 📈) - It's not just a linter that annoys you!. ❗️GPL-2.0
• logbook (🥈30 · ⭐ 1.4K · 💀) - A cool logging replacement for Python. BSD-3
• line_profiler (🥈28 · ⭐ 3.5K · 📈) - Line-by-line profiling for Python. BSD-3
• xdoctest (🥉24 · ⭐ 93 · 📈) - A rewrite of Python's builtin doctest module (with pytest plugin.. Apache-2
• interrogate (🥉23 · ⭐ 250 · 📈) - Explain yourself! Interrogate a codebase for docstring coverage. 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-mock (🥈29 · ⭐ 1K · 📉) - Thin-wrapper around the mock package for easier use with.. MIT
• astor (🥈27 · ⭐ 580 · 📉) - Python AST read/write. BSD-3
• prospector (🥈26 · ⭐ 1.4K · 📉) - Inspects Python source files and provides information about.. ❗️GPL-2.0
• mkdocs-git-revision-date-plugin (🥉18 · ⭐ 32 · 📉) - MkDocs plugin for setting revision date from git per.. MIT
• PyOxidizer (🥉14 · ⭐ 3K · 📉) - A modern Python application packaging and distribution tool. MPL-2.0

Update: 2021.04.08

📈 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.

• black (🥇35 · ⭐ 20K · 📈) - The uncompromising Python code formatter. MIT
• green (🥉26 · ⭐ 690 · 📈) - Green is a clean, colorful, fast python test runner. MIT
• darglint (🥈26 · ⭐ 290 · 📈) - A python documentation linter which checks that the docstring.. MIT
• py2app (🥈24 · ⭐ 120 · 📈) - py2app is a Python setuptools command which will allow you to make.. MIT
• Fixit (🥉21 · ⭐ 230 · 📈) - Fixit is a Python Lint Framework based on LibCST. It comes with useful.. MIT

Update: 2021.04.01

📈 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.

• mkdocs (🥇34 · ⭐ 12K · 📈) - Project documentation with Markdown. BSD-2
• pycodestyle (🥇34 · ⭐ 4.3K · 📈) - Simple Python style checker in one Python file. ❗️Saxpath
• pyflakes (🥇32 · ⭐ 1K · 📈) - A simple program which checks Python source files for errors. MIT
• pydocstyle (🥈30 · ⭐ 760 · 📈) - docstring style checker. MIT
• python-manhole (🥉21 · ⭐ 310 · 📈) - Debugging manhole for python applications. BSD-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.

• pip (🥇34 · ⭐ 7K · 📉) - The Python package installer. MIT
• isort (🥈33 · ⭐ 3.8K · 📉) - A Python utility / library to sort imports. MIT
• pylint (🥇33 · ⭐ 3.3K · 📉) - It's not just a linter that annoys you!. ❗️GPL-2.0
• setuptools_scm (🥉26 · ⭐ 450 · 📉) - the blessed package to manage your versions by scm tags. MIT
• pex (🥈25 · ⭐ 1.8K · 📉) - A library and tool for generating .pex (Python EXecutable) files. Apache-2

Update: 2021.03.11

📈 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.

• flake8 (🥇35 · ⭐ 1.1K · 📈) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
• twine (🥇32 · ⭐ 1.1K · 📈) - Utilities for interacting with PyPI. Apache-2
• rope (🥇30 · ⭐ 1.1K · 📈) - a python refactoring library. ❗️LGPL-3.0
• alabaster (🥈30 · ⭐ 590 · 💀) - Lightweight, configurable Sphinx theme. Now the Sphinx.. BSD-3
• Scalene (🥉23 · ⭐ 3.8K · 📈) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. 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.

• pytest (🥇35 · ⭐ 7.1K · 📉) - The pytest framework makes it easy to write small tests, yet.. MIT
• numpydoc (🥈30 · ⭐ 17K · 📉) - Numpy's Sphinx extensions. BSD-3
• pudb (🥈26 · ⭐ 2K · 📉) - Full-screen console debugger for Python. MIT
• PyHamcrest (🥉25 · ⭐ 540 · 📉) - Hamcrest matchers for Python. BSD-3
• sixpack (🥉21 · ⭐ 1.7K · 💤) - Sixpack is a language-agnostic a/b-testing framework. BSD-2

Update: 2021.03.04

📈 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.

• autopep8 (🥈34 · ⭐ 3.7K · 📈) - A tool that automatically formats Python code to conform to the PEP.. MIT
• nose (🥈31 · ⭐ 1.3K · 💀) - nose is nicer testing for python. ❗️LGPL-2.1+
• structlog (🥉28 · ⭐ 1.4K · 📈) - Structured Logging for Python. MIT
• sqlmap (🥈26 · ⭐ 19K · 📈) - Automatic SQL injection and database takeover tool. ❗️GPL-3.0
• pipx (🥉23 · ⭐ 3.3K · 📈) - Install and Run Python Applications in Isolated Environments. 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 (🥇32 · ⭐ 5.6K · 📉) - Generic automation framework for acceptance testing and.. Apache-2
• loguru (🥈30 · ⭐ 8.3K · 📉) - Python logging made (stupidly) simple. MIT
• PySnooper (🥈27 · ⭐ 14K · 📉) - Never use print for debugging again. MIT
• radon (🥇27 · ⭐ 1.2K · 📉) - Various code metrics for Python code. MIT
• Diamond (🥈26 · ⭐ 1.6K · 💀) - Diamond is a python daemon that collects system metrics and publishes.. MIT

Update: 2021.02.25

📈 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.

• pylint (🥇35 · ⭐ 3.2K · 📈) - It's not just a linter that annoys you!. ❗️GPL-2.0
• tabulate (🥈31 · ⭐ 710 · 📈) - Pretty-print tabular data in Python, a library and a command-line.. MIT
• PyHamcrest (🥈27 · ⭐ 530 · 📈) - Hamcrest matchers for Python. BSD-3
• sphinx-autodoc-typehints (🥈27 · ⭐ 310 · 📈) - Type hints support for the Sphinx autodoc extension. MIT
• pycycle (🥉16 · ⭐ 270 · 💀) - Tool for pinpointing circular imports in Python. Find cyclic imports.. 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.

• stackprinter (🥉24 · ⭐ 1.1K · 📉) - Debugging-friendly exceptions for Python. MIT
• alive-progress (🥉23 · ⭐ 1.9K · 📉) - A new kind of Progress Bar, with real time throughput, eta.. MIT
• pyship (🥉10 · ⭐ 7 · 📉) - freezer, installer and updater for Python applications. MIT