🏆 A ranked list of awesome python developer tools and libraries. Updated weekly.
This curated list contains 270 awesome open-source projects with a total of 1.1M stars grouped into 17 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an issue, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!
🧙♂️ Discover other best-of lists or create your own.
📫 Subscribe to our newsletter for updates and trending projects.
- Linters & Style Checkers 40 projects
- Type checkers 5 projects
- Code Formatters 7 projects
- Code Refactoring 18 projects
- Code Security 8 projects
- Virtual Environments 10 projects
- Dependency & Package Managers 11 projects
- Code Metrics & Complexity 6 projects
- Logging 21 projects
- Shell 2 projects
- Documentation 29 projects
- Debugging Tools 13 projects
- Testing Tools 43 projects
- Code Packaging 16 projects
- Build Tools 14 projects
- System Monitoring & Profiling 18 projects
- AST Tools 6 projects
- Others 1 projects
- 🥇🥈🥉 Combined project-quality score
- ⭐️ Star count from GitHub
- 🐣 New project (less than 6 months old)
- 💤 Inactive project (6 months no activity)
- 💀 Dead project (12 months no activity)
- 📈📉 Project is trending up or down
- ➕ Project was recently added
- ❗️ Warning (e.g. missing/risky license)
- 👨💻 Contributors count from GitHub
- 🔀 Fork count from GitHub
- 📋 Issue count from GitHub
- ⏱️ Last update timestamp on package manager
- 📥 Download count from package manager
- 📦 Number of dependent projects
Flake8 related project
Pytest related projectPylint related project
Sphinx related project
MkDocs related project
pycodestyle (🥇33 · ⭐ 5.1K) - Simple Python style checker in one Python file. MIT
wemake-python-styleguide (🥇33 · ⭐ 2.8K) - The strictest and most opinionated python linter ever!. MIT
beartype (🥈31 · ⭐ 3.2K) - Unbearably fast near-real-time hybrid runtime-static type-checking in.. MIT
flake8-bugbear (🥈29 · ⭐ 1.1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT 
pylint-django (🥈26 · ⭐ 610) - Pylint plugin for improving code analysis for when.. ❗️GPL-3.0 
flake8-comprehensions (🥈26 · ⭐ 470) - A flake8 plugin to help you write better.. MIT
flake8-builtins (🥈26 · ⭐ 120 · 📈) - Check for python builtins being used as variables or.. ❗️GPL-2.0
flake8-import-order (🥈25 · ⭐ 280) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0
flake8-isort (🥈25 · ⭐ 180) - flake8 plugin that integrates isort. ❗️GPL-2.0
check-manifest (🥉23 · ⭐ 290 · 💤) - Tool to check the completeness of MANIFEST.in for Python.. MIT
flake8-eradicate (🥉22 · ⭐ 310 · 💤) - Flake8 plugin to find commented out or dead code. MIT
flake8-black (🥉22 · ⭐ 170) - flake8 plugin to run black for checking Python coding style. MIT
mypy-protobuf (🥉21 · ⭐ 680 · 💤) - open source tools to generate mypy stubs from protobufs. Apache-2
flake8-simplify (🥉19 · ⭐ 190) - A flake8 plugin that helps you to simplify code. MIT
Show 19 hidden projects...
- pydocstyle (🥈29 · ⭐ 1.1K · 💀) - docstring style checker.
MIT - pep8-naming (🥈26 · ⭐ 520) - Naming Convention checker for Python.
❗️Saxpath - darglint (🥈25 · ⭐ 480 · 💀) - A python documentation linter which checks that the docstring..
MIT - flake8-quotes (🥈25 · ⭐ 180 · 💀) - Flake8 extension for checking quotes in python.
MIT - coala (🥉23 · ⭐ 3.6K · 💀) - coala provides a unified command-line interface for linting and..
❗️AGPL-3.0 - data-science-types (🥉22 · ⭐ 200 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas..
Apache-2 - pylama (🥉21 · ⭐ 1.1K · 💀) - Code audit tool for python.
MIT - flake8-commas (🥉20 · ⭐ 130 · 💀) - Flake8 extension for enforcing trailing commas in python.
MIT - Fixit (🥉19 · ⭐ 680) - Advanced Python linting framework with auto-fixes and hierarchical..
❗Unlicensed - pandas-vet (🥉19 · ⭐ 170 · 💀) - A plugin for Flake8 that checks pandas code.
MIT - flake8-bandit (🥉18 · ⭐ 110 · 💀) - Automated security testing using bandit and flake8.
MIT - imhotep (🥉16 · ⭐ 220 · 💀) - A static-analysis bot for Github.
MIT - pylint-flask (🥉16 · ⭐ 64 · 💀) - A Pylint plugin to analyze Flask applications.
❗️GPL-2.0 - flake8-mypy (🥉15 · ⭐ 100 · 💀) - A plugin for flake8 integrating Mypy.
MIT - bellybutton (🥉14 · ⭐ 280 · 💀) - Custom Python linting through AST expressions.
MIT - flakehell (🥉14 · ⭐ 230 · 💀) - Flake8 wrapper to make it nice, legacy-friendly, configurable.
MIT - pycycle (🥉13 · ⭐ 360 · 💀) - Tool for pinpointing circular imports in Python. Find cyclic imports..
MIT - yala (🥉12 · ⭐ 16 · 💀) - Yet Another Linter Aggregator.
MIT - linty_fresh (🥉11 · ⭐ 180 · 💀) - Surface lint errors during code review.
Apache-2mypy
pyre-check (🥉28 · ⭐ 7.1K) - Performant type-checking for python. MIT
Show 1 hidden projects...
- typeguard (🥉29 · ⭐ 1.7K) - Run-time type checker for Python.
❗Unlicensed
autopep8 (🥉33 · ⭐ 4.6K · 💤) - A tool that automatically formats Python code to conform to the PEP.. MIT
docformatter (🥉27 · ⭐ 570) - Formats docstrings to follow PEP 257. MIT
autoimport (🥉14 · ⭐ 99 · 💤) - Autoimport automatically fixes wrong import statements. ❗️GPL-3.0
Show 1 hidden projects...
rope (🥇34 · ⭐ 2.1K) - a python refactoring library. ❗️LGPL-3.0
pyupgrade (🥈31 · ⭐ 3.9K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
MonkeyType (🥈24 · ⭐ 4.9K) - A Python library that generates static type annotations by.. BSD-3
add-trailing-comma (🥉19 · ⭐ 370) - A tool (and pre-commit hook) to automatically add trailing.. MIT
unimport (🥉17 · ⭐ 240) - The ultimate linter and formatter for removing unused import statements.. MIT
Show 9 hidden projects...
- Bowler (🥈21 · ⭐ 1.6K · 💀) - Safe code refactoring for modern Python.
MIT - eradicate (🥈21 · ⭐ 220) - Removes commented-out code from Python files.
❗️Saxpath - redbaron (🥉20 · ⭐ 710 · 💀) - Bottom-up approach to refactoring in python.
❗️LGPL-3.0 - baron (🥉19 · ⭐ 300 · 💀) - IDE allow you to refactor code, Baron allows you to write..
❗️LGPL-3.0 - pyannotate (🥉18 · ⭐ 1.4K · 💀) - Auto-generate PEP-484 annotations.
Apache-2 - unify (🥉16 · ⭐ 97 · 💀) - Modifies strings to all use the same quote where possible.
MIT - pep8ify (🥉14 · ⭐ 120 · 💀) - A library that modifies python source code to conform to pep8.
Apache-2 - retype (🥉13 · ⭐ 140 · 💀) - Re-apply type annotations from .pyi stubs to your codebase.
MIT - massedit (🥉13 · ⭐ 110 · 💀) - Programmatically edit text files with Python. Useful for source to..
MIT
bandit (🥇35 · ⭐ 7.3K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
safety (🥈33 · ⭐ 1.9K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
detect-secrets (🥉23 · ⭐ 4.2K · 💤) - An enterprise friendly way of detecting and preventing.. Apache-2
Show 3 hidden projects...
- pyarmor (🥉27 · ⭐ 4.5K) - A tool used to obfuscate python scripts, bind obfuscated scripts..
❗️SGI-B-2.0 - dodgy (🥉18 · ⭐ 120 · 💀) - Looks at Python code to search for things which look dodgy such as..
MIT - pyt (🥉16 · ⭐ 2.2K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in..
❗️GPL-2.0
virtualenv (🥇40 · ⭐ 5K) - Virtual Python Environment builder. MIT
pyenv-virtualenv (🥉21 · ⭐ 6.6K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
-
GitHub (👨💻 65 · 🔀 420 · 📦 21 · 📋 360 - 27% open · ⏱️ 17.05.2025):
git clone https://github.com/pyenv/pyenv-virtualenv
pyenv-installer (🥉16 · ⭐ 4.1K) - This tool is used to install `pyenv` and friends. MIT
-
GitHub (👨💻 42 · 🔀 460 · 📋 87 - 9% open · ⏱️ 24.04.2025):
git clone https://github.com/pyenv/pyenv-installer
Show 4 hidden projects...
- dh-virtualenv (🥉16 · ⭐ 1.6K · 💀) - Python virtualenvs in Debian packages.
❗️GPL-2.0 - vex (🥉16 · ⭐ 370 · 💀) - Run a command in the named virtualenv.
MIT - pipenv-pipes (🥉12 · ⭐ 130 · 💀) - A PipEnv Environment Switcher.
MIT - freshenv (🥉11 · ⭐ 170 · 💀) - Provision, share, manage local and cloud developer environments.
MPL-2.0
conda (🥇43 · ⭐ 7K) - A system-level, binary package and environment manager running on all major.. BSD-3
pipreqs (🥉27 · ⭐ 7.3K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
Show 2 hidden projects...
prospector (🥇31 · ⭐ 2K) - Inspects Python source files and provides information about type.. ❗️GPL-2.0
Show 1 hidden projects...
rich (🥇43 · ⭐ 53K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
tqdm (🥇38 · ⭐ 30K · 💤) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
-
GitHub (👨💻 130 · 🔀 1.4K · 📥 15K · 📦 1.2M · 📋 1.2K - 49% open · ⏱️ 12.11.2024):
git clone https://github.com/tqdm/tqdm -
PyPi (📦 44K · ⏱️ 24.11.2024):
pip install tqdm -
Conda (📥 40M · ⏱️ 22.04.2025):
conda install -c conda-forge tqdm -
Docker Hub (📥 5.2K · ⭐ 3 · ⏱️ 14.12.2024):
docker pull tqdm/tqdm
sentry-sdk (🥇35 · ⭐ 2.1K) - The official Python SDK for Sentry.io. MIT
alive-progress (🥈30 · ⭐ 6K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
python-json-logger (🥉29 · ⭐ 1.8K · 💤) - Json Formatter for the standard python logger. BSD-2
progressbar2 (🥉26 · ⭐ 880 · 💤) - Progressbar 2 - A progress bar for Python 2 and Python 3 -.. BSD-3
python-devtools (🥉21 · ⭐ 1K · 💤) - Dev tools for python. MIT
Show 8 hidden projects...
- prettytable (🥈32 · ⭐ 1.5K) - Display tabular data in a visually appealing ASCII table..
❗Unlicensed - rebound (🥉24 · ⭐ 4.1K · 💀) - Instant Stack Overflow results whenever an exception is thrown.
❗️GPL-2.0 - python-coloredlogs (🥉24 · ⭐ 560 · 💀) - Colored terminal output for Pythons logging module.
MIT - wasabi (🥉24 · ⭐ 460 · 💀) - A lightweight console printing and formatting toolkit.
MIT - stackprinter (🥉21 · ⭐ 1.3K · 💀) - Debugging-friendly exceptions for Python.
MIT - PrettyErrors (🥉20 · ⭐ 2.9K · 💀) - Prettify Python exception output to make it legible.
MIT - better-exceptions (🥉19 · ⭐ 4.7K · 💀) - Pretty and useful exceptions in Python, automatically.
MIT - tbvaccine (🥉13 · ⭐ 380 · 💀) - A small utility to pretty-print Python tracebacks.
MIT
xxh (🥉18 · ⭐ 5.7K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2
Show 1 hidden projects...
- xonsh (🥇34 · ⭐ 8.9K) - Python-powered shell. Full-featured and cross-platform.
❗️BSD-1-Clause
🔗 best-of-mkdocs ( ⭐ 1.5K) - Collection of MkDocs projects and plugins.
mkdocs-material (🥇40 · ⭐ 24K · 📈) - Documentation that simply works. MIT 
sphinx_rtd_theme (🥈33 · ⭐ 4.9K) - Sphinx theme from Read the Docs. MIT 
sphinx-autodoc-typehints (🥈30 · ⭐ 580) - Type hints support for the Sphinx autodoc extension. MIT
Griffe (🥈30 · ⭐ 520) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
mkdocstrings (🥈29 · ⭐ 2K) - Automatic documentation from sources, for MkDocs. ISC
pdoc3 (🥉25 · ⭐ 1.2K) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0
sphinx-autobuild (🥉24 · ⭐ 580) - Watch a Sphinx directory and rebuild the documentation.. MIT
blacken-docs (🥉23 · ⭐ 670) - Run `black` on python code blocks in documentation files. MIT
mkdocs-awesome-pages-plugin (🥉20 · ⭐ 580) - A plugin for customizing the navigation structure of.. MIT
lazydocs (🥉19 · ⭐ 230) - Generate markdown API documentation from Google-style Python docstring... MIT
mkdocs-print-site-plugin (🥉17 · ⭐ 170) - MkDocs Plugin that adds an additional page that.. MIT
Show 14 hidden projects...
- sphinx (🥇41 · ⭐ 7.3K) - The Sphinx documentation generator.
❗Unlicensed - alabaster (🥈30 · ⭐ 750 · 💀) - Lightweight, configurable Sphinx theme.
BSD-3 - numpydoc (🥈28 · ⭐ 340) - Numpys Sphinx extensions.
❗Unlicensed - pdoc (🥈26 · ⭐ 2.2K) - API Documentation for Python Projects.
❗️MIT-0 - interrogate (🥉21 · ⭐ 640 · 💀) - Explain yourself! Interrogate a codebase for docstring coverage.
MIT - sphinx-bootstrap-theme (🥉21 · ⭐ 590 · 💀) - Sphinx Bootstrap Theme.
MIT - releases (🥉21 · ⭐ 180 · 💀) - A powerful Sphinx changelog-generating extension.
BSD-2 - portray (🥉19 · ⭐ 870 · 💀) - Your Project with Great Documentation.
MIT - pycco (🥉19 · ⭐ 860 · 💀) - Literate-style documentation generator.
MIT - mkdocs-with-pdf (🥉18 · ⭐ 370 · 💀) - Generate a single PDF file from MkDocs repository.
MIT - mkdocs-pdf-export-plugin (🥉18 · ⭐ 340 · 💀) - An MkDocs plugin to export content pages as PDF files.
MIT - sphinx-markdown-builder (🥉18 · ⭐ 160 · 💀) - DISCONTINUED: sphinx builder that outputs markdown..
MIT - mkdocs-git-revision-date-plugin (🥉15 · ⭐ 60 · 💀) - MkDocs plugin for setting revision date from git per..
MIT - mkdocs-versioning (🥉13 · ⭐ 40 · 💀) - A tool that allows for versioning sites built with..
MIT
pyelftools (🥇29 · ⭐ 2.1K) - Parsing ELF and DWARF in Python. Unlicense
gdbgui (🥉26 · ⭐ 10K) - Browser-based frontend to gdb (gnu debugger). Add breakpoints, view.. ❗️GPL-3.0
python-hunter (🥉24 · ⭐ 840) - Hunter is a flexible code tracing toolkit. BSD-2
Show 4 hidden projects...
- pdbpp (🥉25 · ⭐ 1.4K · 💀) - pdb++, a drop-in replacement for pdb (the Python debugger).
BSD-3 - Birdseye (🥉17 · ⭐ 1.7K · 💀) - Graphical Python debugger which lets you easily view the values of..
MIT - python-manhole (🥉16 · ⭐ 390 · 💀) - Debugging manhole for python applications.
BSD-2 - reloadium (🥉15 · ⭐ 3K · 💀) - Hot Reloading and Profiling for Python.
Apache-2
🔗 best-of-web-python - Testing ( ⭐ 2.6K) - Testing libraries & tools for python web frameworks.
🔗 unittest - Unittest is a test framework included in the Python standard library.
robotframework (🥇39 · ⭐ 11K) - Generic automation framework for acceptance testing and RPA. Apache-2
hypothesis (🥇39 · ⭐ 8K) - The property-based testing library for Python. MPL-2.0
pytest-cov (🥇36 · ⭐ 1.9K) - Coverage plugin for pytest. MIT 
pytest-xdist (🥇36 · ⭐ 1.7K) - pytest plugin for distributed testing and loop-on-failures.. MIT
pytest-asyncio (🥇36 · ⭐ 1.5K) - Asyncio support for pytest. Apache-2
pytest-mock (🥈34 · ⭐ 2K) - Thin-wrapper around the mock package for easier use with pytest. MIT
playwright-python (🥈32 · ⭐ 14K) - Python version of the Playwright testing and automation.. Apache-2
pytest-html (🥈31 · ⭐ 740) - Plugin for generating HTML reports for pytest results. MIT
pytest-bdd (🥈30 · ⭐ 1.4K) - BDD library for the pytest runner. MIT
mimesis (🥈29 · ⭐ 4.6K) - Mimesis is a robust data generator for Python that can produce a wide.. MIT
asv (🥈29 · ⭐ 940) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
coveralls-python (🥈29 · ⭐ 570) - Show coverage stats online via coveralls.io. MIT
pytest-testinfra (🥉28 · ⭐ 2.4K) - Testinfra test your infrastructures. Apache-2
pytest-sugar (🥉27 · ⭐ 1.5K) - a plugin for py.test that changes the default look and feel.. BSD-3
factory_boy (🥉26 · ⭐ 3.7K) - A test fixtures replacement for Python. MIT
pytest-benchmark (🥉26 · ⭐ 1.4K) - pytest fixture for benchmarking code. BSD-2
pytest-datadir (🥉25 · ⭐ 270) - pytest plugin for manipulating test data directories and.. MIT
pytest-randomly (🥉24 · ⭐ 670) - Pytest plugin to randomly order tests and control random.seed. MIT
pytest-mypy (🥉24 · ⭐ 260) - Mypy static type checker plugin for Pytest. MIT
pytest-testmon (🥉22 · ⭐ 900 · 💤) - Selects tests affected by changed files. Executes the.. MIT
pytest-plugins (🥉21 · ⭐ 590 · 💤) - A grab-bag of nifty pytest plugins. MIT
pytest-docker (🥉21 · ⭐ 470) - Docker-based integration tests. MIT
Show 12 hidden projects...
- pyautogui (🥈32 · ⭐ 12K · 💀) - A cross-platform GUI automation Python module for human beings...
BSD-3 - nose (🥈30 · ⭐ 1.4K · 💀) - nose is nicer testing for python.
❗️LGPL-2.1+ - PyHamcrest (🥉24 · ⭐ 790 · 💤) - Hamcrest matchers for Python.
❗Unlicensed - ddt (🥉24 · ⭐ 440 · 💀) - Data-Driven Tests for Python Unittest.
MIT - pytest-watch (🥉23 · ⭐ 760 · 💀) - Local continuous test runner with pytest and watchdog.
MIT - uiautomator (🥉22 · ⭐ 2.1K · 💀) - Python wrapper of Android uiautomator test tool.
MIT - Mamba Test Runner (🥉21 · ⭐ 530 · 💀) - The definitive testing tool for Python. Born under the..
MIT - pytest-lazy-fixture (🥉21 · ⭐ 390 · 💀) - It helps to use fixtures in pytest.mark.parametrize.
MIT - sixpack (🥉20 · ⭐ 1.8K · 💀) - Sixpack is a language-agnostic a/b-testing framework.
BSD-2 - assertpy (🥉17 · ⭐ 480 · 💀) - Simple assertion library for unit testing in python with a fluent..
BSD-3 - fake2db (🥉16 · ⭐ 2.3K · 💀) - create custom test databases that are populated with fake data.
❗️GPL-2.0 - pytest-play (🥉14 · ⭐ 70 · 💀) - pytest plugin that let you automate actions and..
Apache-2
🔗 Python.org Packaging - An Overview of Packaging for Python.
pyinstaller (🥇41 · ⭐ 13K) - Freeze (package) Python programs into stand-alone executables. ❗️GPL-2.0
Nuitka (🥇38 · ⭐ 14K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
pex (🥈33 · ⭐ 4K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
briefcase (🥈30 · ⭐ 3K) - Tools to support converting a Python project into a standalone native.. BSD-3
cx_Freeze (🥈29 · ⭐ 1.5K) - Creates standalone executables from Python scripts with the.. ❗Unlicensed
constructor (🥉26 · ⭐ 490) - tool for creating installers from conda packages. BSD-3
PyOxidizer (🥉25 · ⭐ 5.9K · 💤) - A modern Python application packaging and distribution tool. MPL-2.0
shiv (🥉20 · ⭐ 1.9K · 💤) - shiv is a command line utility for building fully self contained Python.. BSD-2
Show 4 hidden projects...
- py2app (🥉23 · ⭐ 400 · 💀) - py2app is a Python setuptools command which will allow you to make..
MIT - xar (🥉18 · ⭐ 1.6K · 💀) - executable archive format.
BSD-3 - subpar (🥉13 · ⭐ 570 · 💀) - Subpar is a utility for creating self-contained python..
Apache-2 - pyship (🥉10 · ⭐ 42 · 💀) - pyship - ship Python desktop apps to end users.
MIT
setuptools (🥇42 · ⭐ 2.7K · 📉) - Official project repository for the Setuptools build system. MIT
setuptools_scm (🥈36 · ⭐ 920 · 📈) - the blessed package to manage your versions by scm tags. MIT
buildbot (🥈35 · ⭐ 5.4K) - Python-based continuous integration testing framework; your pull.. ❗️GPL-2.0
universal-build (🥉12 · ⭐ 25 · 💀) - Universal build utilities for containerized build pipelines. MIT
Show 4 hidden projects...
Glances (🥇37 · ⭐ 30K) - Glances an Eye on your system. A top/htop alternative for.. ❗️LGPL-3.0
py-spy (🥈33 · ⭐ 14K) - Sampling profiler for Python programs. MIT
-
GitHub (👨💻 53 · 🔀 470 · 📥 33K · 📦 6.8K · 📋 430 - 47% open · ⏱️ 18.08.2025):
git clone https://github.com/benfred/py-spy -
PyPi (📦 110 · ⏱️ 31.07.2025):
pip install py-spy -
Conda (📥 700K · ⏱️ 01.08.2025):
conda install -c conda-forge py-spy -
Cargo (📥 1.3K / month · 📦 4 · ⏱️ 31.07.2025):
cargo install py-spy
pyinstrument (🥈33 · ⭐ 7.3K · 📉) - Call stack profiler for Python. Shows you why your code is.. BSD-3
line_profiler (🥈29 · ⭐ 3.1K) - Line-by-line profiling for Python. BSD-3
Yappi (🥉24 · ⭐ 1.6K · 💤) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
pympler (🥉24 · ⭐ 1.3K) - Development tool to measure, monitor and analyze the memory behavior.. Apache-2
Show 8 hidden projects...
- memory-profiler (🥉27 · ⭐ 4.5K · 💀) - Monitor Memory usage of Python code.
BSD-3 - memory_profiler (🥉25 · ⭐ 4.4K · 💀) - Monitor Memory usage of Python code.
BSD-3 - Diamond (🥉25 · ⭐ 1.8K · 💀) - Diamond is a python daemon that collects system metrics and publishes..
MIT - vprof (🥉20 · ⭐ 4K · 💀) - Visual profiler for Python.
BSD-2 - Profiling (🥉18 · ⭐ 3K · 💀) - Was an interactive continuous Python profiler.
BSD-3 - heartrate (🥉18 · ⭐ 1.8K · 💀) - Simple real time visualisation of the execution of a Python program.
MIT - pyheat (🥉15 · ⭐ 840 · 💀) - pprofile + matplotlib = Python program profiled as an awesome heatmap!.
MIT - livepython (🥉12 · ⭐ 2.6K · 💀) - Visually trace Python code in real-time.
MIT
Show 4 hidden projects...
- astor (🥈25 · ⭐ 850 · 💀) - Python AST read/write.
BSD-3 - astunparse (🥈25 · ⭐ 230 · 💀) - An AST unparser for Python.
BSD-3 - typed_ast (🥉24 · ⭐ 230 · 💀) - Modified fork of CPythons ast module that parses
# type:..Apache-2 - asteval (🥉21 · ⭐ 200 · 💀) - minimalistic evaluator of python expression using ast module.
MIT
pre-commit (🥇39 · ⭐ 14K) - A framework for managing and maintaining multi-language pre-commit.. MIT
- Best-of lists: Discover other best-of lists with awesome open-source projects on all kinds of topics.
Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways:
- Open an issue by selecting one of the provided categories from the issue page and fill in the requested information.
- Modify the projects.yaml with your additions or changes, and submit a pull request. This can also be done directly via the Github UI.
If you like to contribute to or share suggestions regarding the project metadata collection or markdown generation, please refer to the best-of-generator repository. If you like to create your own best-of list, we recommend to follow this guide.
For more information on how to add or update projects, please read the contribution guidelines. By participating in this project, you agree to abide by its Code of Conduct.
