🏆 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 960K 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!
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- 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 project
Pylint related project
Sphinx related project
MkDocs related project
wemake-python-styleguide (🥇36 · ⭐ 2.4K) - The strictest and most opinionated python linter ever!. MIT
pycodestyle (🥈34 · ⭐ 5K) - Simple Python style checker in one Python file. MIT
beartype (🥈32 · ⭐ 2.5K) - Unbearably fast near-real-time hybrid runtime-static type-checking in.. MIT
pydocstyle (🥈32 · ⭐ 1.1K) - docstring style checker. MIT
flake8-bugbear (🥈31 · ⭐ 1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT
pylint-django (🥈29 · ⭐ 590) - Pylint plugin for improving code analysis for when.. ❗️GPL-2.0
flake8-comprehensions (🥈29 · ⭐ 460) - A flake8 plugin to help you write better.. MIT
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GitHub (👨💻 15 · 🔀 23 · 📦 27K · 📋 62 - 16% open · ⏱️ 28.05.2024):
git clone https://github.com/adamchainz/flake8-comprehensions -
PyPi (📥 1.1M / month · 📦 650 · ⏱️ 10.07.2023):
pip install flake8-comprehensions -
Conda (📥 780K · ⏱️ 17.07.2023):
conda install -c conda-forge flake8-comprehensions
flake8-quotes (🥈29 · ⭐ 180) - Flake8 extension for checking quotes in python. MIT
mypy-protobuf (🥈28 · ⭐ 630) - open source tools to generate mypy stubs from protobufs. Apache-2
flake8-eradicate (🥈28 · ⭐ 310) - Flake8 plugin to find commented out or dead code. MIT
flake8-commas (🥈28 · ⭐ 130) - Flake8 extension for enforcing trailing commas in python. MIT
flake8-isort (🥉27 · ⭐ 170) - flake8 plugin that integrates isort. ❗️GPL-2.0
flake8-builtins (🥉27 · ⭐ 110) - Check for python builtins being used as variables or.. ❗️GPL-2.0
check-manifest (🥉26 · ⭐ 280) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
flake8-black (🥉26 · ⭐ 160) - flake8 plugin to run black for checking Python coding style. MIT
flake8-import-order (🥉24 · ⭐ 280 · 💤) - Flake8 plugin that checks import order against.. ❗️LGPL-3.0
pandas-vet (🥉21 · ⭐ 160 · 💤) - A plugin for Flake8 that checks pandas code. MIT
flake8-simplify (🥉20 · ⭐ 180) - A flake8 plugin that helps you to simplify code. MIT
bellybutton (🥉17 · ⭐ 270 · 💤) - Custom Python linting through AST expressions. MIT
Show 13 hidden projects...
- pep8-naming (🥈30 · ⭐ 490) - Naming Convention checker for Python.
❗️Saxpath - darglint (🥈28 · ⭐ 480 · 💀) - A python documentation linter which checks that the docstring..
MIT - coala (🥉27 · ⭐ 3.5K · 💀) - coala provides a unified command-line interface for linting and..
❗️AGPL-3.0 - pylama (🥉26 · ⭐ 1K · 💀) - Code audit tool for python.
MIT - data-science-types (🥉24 · ⭐ 200 · 💀) - Mypy stubs, i.e., type information, for numpy, pandas..
Apache-2 - Fixit (🥉23 · ⭐ 650) - Advanced Python linting framework with auto-fixes and hierarchical..
❗Unlicensed - flake8-bandit (🥉21 · ⭐ 110 · 💀) - Automated security testing using bandit and flake8.
MIT - flakehell (🥉19 · ⭐ 230 · 💀) - Flake8 wrapper to make it nice, legacy-friendly, configurable.
MIT - flake8-mypy (🥉19 · ⭐ 100 · 💀) - A plugin for flake8 integrating Mypy.
MIT - pylint-flask (🥉19 · ⭐ 64 · 💀) - A Pylint plugin to analyze Flask applications.
❗️GPL-2.0 - pycycle (🥉16 · ⭐ 330 · 💀) - Tool for pinpointing circular imports in Python. Find cyclic imports..
MIT - yala (🥉15 · ⭐ 14 · 💀) - Yet Another Linter Aggregator.
MIT - linty_fresh (🥉12 · ⭐ 180 · 💀) - Surface lint errors during code review.
Apache-2mypy
pyre-check (🥉35 · ⭐ 6.7K) - Performant type-checking for python. MIT
autopep8 (🥈39 · ⭐ 4.5K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
docformatter (🥉27 · ⭐ 520 · 💤) - Formats docstrings to follow PEP 257. MIT
autoimport (🥉18 · ⭐ 88) - Autoimport automatically fixes wrong import statements. ❗️GPL-3.0
Show 1 hidden projects...
jedi (🥇41 · ⭐ 5.7K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
rope (🥇36 · ⭐ 1.9K) - a python refactoring library. ❗️LGPL-3.0
pyupgrade (🥈33 · ⭐ 3.4K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
MonkeyType (🥈26 · ⭐ 4.6K) - A Python library that generates static type annotations by.. BSD-3
add-trailing-comma (🥉22 · ⭐ 330) - A tool (and pre-commit hook) to automatically add trailing.. MIT
unimport (🥉21 · ⭐ 240) - The ultimate linter and formatter for removing unused import statements.. MIT
massedit (🥉17 · ⭐ 110 · 💤) - Programmatically edit text files with Python. Useful for source to.. MIT
Show 8 hidden projects...
- Bowler (🥈25 · ⭐ 1.5K · 💀) - Safe code refactoring for modern Python.
MIT - redbaron (🥉24 · ⭐ 690 · 💀) - Bottom-up approach to refactoring in python.
❗️LGPL-3.0 - eradicate (🥉24 · ⭐ 200) - Removes commented-out code from Python files.
❗️Saxpath - baron (🥉23 · ⭐ 290 · 💀) - IDE allow you to refactor code, Baron allows you to write..
❗️LGPL-3.0 - pyannotate (🥉21 · ⭐ 1.4K · 💀) - Auto-generate PEP-484 annotations.
Apache-2 - unify (🥉20 · ⭐ 92 · 💀) - Modifies strings to all use the same quote where possible.
MIT - pep8ify (🥉16 · ⭐ 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
bandit (🥇38 · ⭐ 6.1K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
detect-secrets (🥈33 · ⭐ 3.5K) - An enterprise friendly way of detecting and preventing.. Apache-2
safety (🥉31 · ⭐ 1.6K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
Show 4 hidden projects...
- pyarmor (🥈34 · ⭐ 3K) - A tool used to obfuscate python scripts, bind obfuscated scripts to..
❗️SGI-B-2.0 - pyt (🥉23 · ⭐ 2.2K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in..
❗️GPL-2.0 - dlint (🥉20 · ⭐ 160 · 💀) - Dlint is a tool for encouraging best coding practices and helping..
BSD-3 - dodgy (🥉20 · ⭐ 120 · 💀) - Looks at Python code to search for things which look dodgy such as..
MIT
virtualenv (🥈42 · ⭐ 4.7K) - Virtual Python Environment builder. MIT
pyenv-virtualenv (🥉23 · ⭐ 6.1K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
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GitHub (👨💻 61 · 🔀 390 · 📦 21 · 📋 350 - 31% open · ⏱️ 09.04.2024):
git clone https://github.com/pyenv/pyenv-virtualenv
pyenv-installer (🥉16 · ⭐ 3.9K) - This tool is used to install `pyenv` and friends. MIT
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GitHub (👨💻 40 · 🔀 420 · 📋 81 - 3% open · ⏱️ 21.04.2024):
git clone https://github.com/pyenv/pyenv-installer
freshenv (🥉13 · ⭐ 170 · 💤) - Provision, share, manage local and cloud developer environments. MPL-2.0
Show 3 hidden projects...
- vex (🥉20 · ⭐ 370 · 💀) - Run a command in the named virtualenv.
MIT - dh-virtualenv (🥉17 · ⭐ 1.6K · 💀) - Python virtualenvs in Debian packages.
❗️GPL-2.0 - pipenv-pipes (🥉14 · ⭐ 130 · 💀) - A PipEnv Environment Switcher.
MIT
conda (🥇43 · ⭐ 6.2K) - A system-level, binary package and environment manager running on all.. BSD-3
pipreqs (🥉33 · ⭐ 5.9K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
Show 2 hidden projects...
prospector (🥇32 · ⭐ 1.9K) - Inspects Python source files and provides information about.. ❗️GPL-2.0
Show 1 hidden projects...
rich (🥇43 · ⭐ 48K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
tqdm (🥇42 · ⭐ 28K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
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GitHub (👨💻 120 · 🔀 1.3K · 📥 11K · 📦 740K · 📋 1.1K - 46% open · ⏱️ 02.05.2024):
git clone https://github.com/tqdm/tqdm -
PyPi (📥 99M / month · 📦 29K · ⏱️ 02.05.2024):
pip install tqdm -
Conda (📥 27M · ⏱️ 04.05.2024):
conda install -c conda-forge tqdm -
Docker Hub (📥 4.5K · ⭐ 2 · ⏱️ 25.05.2024):
docker pull tqdm/tqdm
sentry-sdk (🥇38 · ⭐ 1.8K) - The official Python SDK for Sentry.io. MIT
progressbar2 (🥈33 · ⭐ 850 · 📉) - Progressbar 2 - A progress bar for Python 2 and Python 3 -.. BSD-3
alive-progress (🥉30 · ⭐ 5.2K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
stackprinter (🥉26 · ⭐ 1.3K) - Debugging-friendly exceptions for Python. MIT
python-devtools (🥉23 · ⭐ 960) - Dev tools for python. MIT
Show 8 hidden projects...
- python-json-logger (🥈35 · ⭐ 1.7K · 💀) - Json Formatter for the standard python logger.
BSD-2 - tabulate (🥈33 · ⭐ 2K · 💀) - Pretty-print tabular data in Python, a library and a command-line..
MIT - prettytable (🥈33 · ⭐ 1.3K) - Display tabular data in a visually appealing ASCII table..
❗️BSD-1-Clause - python-coloredlogs (🥉28 · ⭐ 540 · 💀) - Colored terminal output for Pythons logging module.
MIT - rebound (🥉25 · ⭐ 4.1K · 💀) - Command-line tool that instantly fetches Stack Overflow results..
❗️GPL-2.0 - PrettyErrors (🥉25 · ⭐ 2.8K · 💀) - Prettify Python exception output to make it legible.
MIT - better-exceptions (🥉24 · ⭐ 4.6K · 💀) - Pretty and useful exceptions in Python, automatically.
MIT - tbvaccine (🥉16 · ⭐ 380 · 💀) - A small utility to pretty-print Python tracebacks.
MIT
xxh (🥉25 · ⭐ 5K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell, fish,.. BSD-2
Show 1 hidden projects...
- xonsh (🥇34 · ⭐ 8.1K) - Python-powered, cross-platform, Unix-gazing shell.
❗️BSD-1-Clause
🔗 best-of-mkdocs ( ⭐ 860) - Collection of MkDocs projects and plugins.
mkdocs-material (🥇42 · ⭐ 19K) - Documentation that simply works. MIT
sphinx_rtd_theme (🥈36 · ⭐ 4.7K) - Sphinx theme for readthedocs.org. MIT
mkdocstrings (🥈32 · ⭐ 1.6K) - Automatic documentation from sources, for MkDocs. ISC
sphinx-autodoc-typehints (🥈32 · ⭐ 530) - Type hints support for the Sphinx autodoc extension. MIT
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GitHub (👨💻 55 · 🔀 100 · 📦 50K · 📋 200 - 19% open · ⏱️ 24.05.2024):
git clone https://github.com/tox-dev/sphinx-autodoc-typehints -
PyPi (📥 1.8M / month · 📦 2.7K · ⏱️ 17.04.2024):
pip install sphinx-autodoc-typehints -
Conda (📥 700K · ⏱️ 18.04.2024):
conda install -c conda-forge sphinx-autodoc-typehints
Griffe (🥈32 · ⭐ 260) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
sphinx-autobuild (🥈31 · ⭐ 520) - Watch a Sphinx directory and rebuild the documentation.. MIT
pdoc3 (🥉29 · ⭐ 1.1K) - Auto-generate API documentation for Python projects. ❗️AGPL-3.0
interrogate (🥉29 · ⭐ 550) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
blacken-docs (🥉27 · ⭐ 620) - Run `black` on python code blocks in documentation files. MIT
mkdocs-awesome-pages-plugin (🥉24 · ⭐ 440) - An MkDocs plugin that simplifies configuring page.. MIT
sphinx-markdown-builder (🥉24 · ⭐ 160 · 💤) - DISCONTINUED: sphinx builder that outputs markdown.. MIT
lazydocs (🥉23 · ⭐ 180) - Generate markdown API documentation from Google-style Python docstring... MIT
mkdocs-print-site-plugin (🥉23 · ⭐ 120) - MkDocs Plugin that adds an additional page that.. MIT
Show 9 hidden projects...
- numpydoc (🥈31 · ⭐ 280) - Numpys Sphinx extensions.
❗Unlicensed - sphinx-bootstrap-theme (🥉26 · ⭐ 590 · 💀) - Sphinx Bootstrap Theme.
MIT - pytkdocs (🥉24 · ⭐ 49 · 💀) - Load Python objects documentation.
ISC - mkdocs-with-pdf (🥉23 · ⭐ 310 · 💀) - Generate a single PDF file from MkDocs repository.
MIT - portray (🥉22 · ⭐ 860 · 💀) - Your Project with Great Documentation.
MIT - pycco (🥉22 · ⭐ 840 · 💀) - Literate-style documentation generator.
MIT - mkdocs-pdf-export-plugin (🥉22 · ⭐ 310 · 💀) - An MkDocs plugin to export content pages as PDF files.
MIT - mkdocs-git-revision-date-plugin (🥉20 · ⭐ 56 · 💀) - MkDocs plugin for setting revision date from git per..
MIT - mkdocs-versioning (🥉17 · ⭐ 40 · 💀) - A tool that allows for versioning sites built with..
MIT
pyelftools (🥇33 · ⭐ 1.9K) - Parsing ELF and DWARF in Python. Unlicense
gdbgui (🥉28 · ⭐ 9.7K · 💤) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,.. ❗️GPL-3.0
python-hunter (🥉26 · ⭐ 780) - Hunter is a flexible code tracing toolkit. BSD-2
python-manhole (🥉22 · ⭐ 370) - Debugging manhole for python applications. BSD-2
Birdseye (🥉20 · ⭐ 1.6K · 💤) - Graphical Python debugger which lets you easily view the values of.. MIT
Show 2 hidden projects...
🔗 best-of-web-python - Testing ( ⭐ 2.2K) - Testing libraries & tools for python web frameworks.
🔗 unittest - Unittest is a test framework included in the Python standard library.
hypothesis (🥇42 · ⭐ 7.3K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0
robotframework (🥇40 · ⭐ 9.2K) - Generic automation framework for acceptance testing and RPA. Apache-2
pytest-xdist (🥇40 · ⭐ 1.4K) - pytest plugin for distributed testing and loop-on-failures.. MIT
playwright-python (🥇39 · ⭐ 11K · 📈) - Python version of the Playwright testing and.. Apache-2
pytest-cov (🥈38 · ⭐ 1.7K) - Coverage plugin for pytest. MIT
pyautogui (🥈36 · ⭐ 9.7K · 💤) - A cross-platform GUI automation Python module for human beings... BSD-3
pytest-asyncio (🥈36 · ⭐ 1.3K · 📉) - Asyncio support for pytest. Apache-2
pytest-mock (🥈35 · ⭐ 1.8K) - Thin-wrapper around the mock package for easier use with pytest. MIT
mimesis (🥈34 · ⭐ 4.3K) - Mimesis is a robust data generator for Python that can produce a wide.. MIT
pytest-bdd (🥈34 · ⭐ 1.3K) - BDD library for the py.test runner. MIT
coveralls-python (🥈34 · ⭐ 550) - Show coverage stats online via coveralls.io. MIT
pytest-html (🥈32 · ⭐ 660) - Plugin for generating HTML reports for pytest results. MIT
factory_boy (🥉31 · ⭐ 3.4K) - A test fixtures replacement for Python. MIT
asv (🥉31 · ⭐ 840) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
pytest-sugar (🥉30 · ⭐ 1.3K) - a plugin for py.test that changes the default look and feel.. BSD-3
pytest-testinfra (🥉29 · ⭐ 2.3K) - Testinfra test your infrastructures. Apache-2
pytest-benchmark (🥉29 · ⭐ 1.2K) - py.test fixture for benchmarking code. BSD-2
pytest-randomly (🥉29 · ⭐ 590) - Pytest plugin to randomly order tests and control random.seed. MIT
pytest-testmon (🥉26 · ⭐ 800 · 📉) - Selects tests affected by changed files. Executes the.. MIT
pytest-mypy (🥉26 · ⭐ 240) - Mypy static type checker plugin for Pytest. MIT
Mamba Test Runner (🥉25 · ⭐ 520) - The definitive testing tool for Python. Born under the banner.. MIT
pytest-docker (🥉25 · ⭐ 400) - Docker-based integration tests. MIT
pytest-datadir (🥉23 · ⭐ 240) - pytest plugin for manipulating test data directories and.. MIT
Show 10 hidden projects...
- nose (🥈33 · ⭐ 1.4K · 💀) - nose is nicer testing for python.
❗️LGPL-2.1+ - uiautomator (🥉26 · ⭐ 2K · 💀) - Python wrapper of Android uiautomator test tool.
MIT - PyHamcrest (🥉26 · ⭐ 750) - Hamcrest matchers for Python.
❗Unlicensed - pytest-watch (🥉25 · ⭐ 730 · 💀) - Local continuous test runner with pytest and watchdog.
MIT - pytest-plugins (🥉24 · ⭐ 550 · 💀) - A grab-bag of nifty pytest plugins.
MIT - pytest-lazy-fixture (🥉24 · ⭐ 370 · 💀) - It helps to use fixtures in pytest.mark.parametrize.
MIT - sixpack (🥉21 · ⭐ 1.8K · 💀) - Sixpack is a language-agnostic a/b-testing framework.
BSD-2 - assertpy (🥉20 · ⭐ 470 · 💀) - Simple assertion library for unit testing in python with a fluent..
BSD-3 - fake2db (🥉17 · ⭐ 2.3K · 💀) - create custom test databases that are populated with fake data.
❗️GPL-2.0 - pytest-play (🥉16 · ⭐ 68 · 💀) - pytest plugin that let you automate actions and..
Apache-2
🔗 Python.org Packaging - An Overview of Packaging for Python.
pyinstaller (🥇42 · ⭐ 11K) - Freeze (package) Python programs into stand-alone executables. ❗️GPL-2.0
Nuitka (🥇39 · ⭐ 11K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
pex (🥈33 · ⭐ 2.5K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
cx_Freeze (🥈32 · ⭐ 1.3K) - cx_Freeze creates standalone executables from Python scripts,.. Python-2.0
shiv (🥉25 · ⭐ 1.7K) - shiv is a command line utility for building fully self contained Python.. BSD-2
constructor (🥉25 · ⭐ 440) - tool for creating installers from conda packages. BSD-3
Show 4 hidden projects...
- PyOxidizer (🥉28 · ⭐ 5.3K · 💀) - A modern Python application packaging and distribution tool.
MPL-2.0 - py2app (🥉28 · ⭐ 320 · 💀) - py2app is a Python setuptools command which will allow you to make..
MIT - subpar (🥉13 · ⭐ 570 · 💀) - Subpar is a utility for creating self-contained python..
Apache-2 - pyship (🥉11 · ⭐ 38 · 💤) - pyship - ship Python desktop apps to end users.
MIT
setuptools (🥇47 · ⭐ 2.3K) - Official project repository for the Setuptools build system. MIT
buildbot (🥈36 · ⭐ 5.2K) - Python-based continuous integration testing framework; your pull.. ❗️GPL-2.0
setuptools_scm (🥈35 · ⭐ 820) - the blessed package to manage your versions by scm tags. MIT
universal-build (🥉15 · ⭐ 21 · 💀) - Universal build utilities for containerized build pipelines. MIT
Show 4 hidden projects...
Glances (🥇40 · ⭐ 25K) - Glances an Eye on your system. A top/htop alternative for.. ❗️LGPL-3.0
py-spy (🥈33 · ⭐ 12K) - Sampling profiler for Python programs. MIT
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GitHub (👨💻 38 · 🔀 390 · 📥 18K · 📦 4.1K · 📋 370 - 48% open · ⏱️ 27.02.2024):
git clone https://github.com/benfred/py-spy -
PyPi (📥 2.1M / month · 📦 46 · ⏱️ 07.09.2022):
pip install py-spy -
Conda (📥 540K · ⏱️ 16.06.2023):
conda install -c conda-forge py-spy -
Cargo (📥 1.8K / month · 📦 2 · ⏱️ 07.09.2022):
cargo install py-spy
pyinstrument (🥈30 · ⭐ 6.2K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
Yappi (🥈29 · ⭐ 1.4K · 📉) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
memory-profiler (🥉28 · ⭐ 4.2K) - Monitor Memory usage of Python code. BSD-3
line_profiler (🥉28 · ⭐ 2.5K) - Line-by-line profiling for Python. BSD-3
Diamond (🥉28 · ⭐ 1.7K) - Diamond is a python daemon that collects system metrics and publishes.. MIT
Show 8 hidden projects...
- Bpytop (🥈29 · ⭐ 9.9K · 💀) - Linux/OSX/FreeBSD resource monitor.
Apache-2 - memory_profiler (🥉26 · ⭐ 4.2K · 💀) - Monitor Memory usage of Python code.
BSD-3 - pympler (🥉26 · ⭐ 1.2K · 💀) - Development tool to measure, monitor and analyze the memory..
Apache-2 - vprof (🥉23 · ⭐ 4K · 💀) - Visual profiler for Python.
BSD-2 - Profiling (🥉21 · ⭐ 3K · 💀) - Was an interactive continuous Python profiler.
BSD-3 - heartrate (🥉19 · ⭐ 1.7K · 💀) - Simple real time visualisation of the execution of a Python program.
MIT - pyheat (🥉18 · ⭐ 830 · 💀) - pprofile + matplotlib = Python program profiled as an awesome heatmap!.
MIT - livepython (🥉13 · ⭐ 2.6K · 💀) - Visually trace Python code in real-time.
MIT
Show 1 hidden projects...
- astunparse (🥈28 · ⭐ 220 · 💀) - An AST unparser for Python.
BSD-3
pre-commit (🥇41 · ⭐ 12K) - A framework for managing and maintaining multi-language pre-commit.. MIT
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- 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.
