π 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 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
- π₯π₯π₯ Combined project-quality score
- βοΈ Star count from
- π£ New project (less than 6 months old)
- π€ Inactive project (6 months no activity)
- π Dead project (12 months no activity)
- ππ Project is trending up or down
- β Project was recently added
- βοΈ Warning (e.g. missing/risky license)
- π¨βπ» Contributors count from
- π Fork count from
- π Issue count from
- β±οΈ Last update timestamp on package manager
- π₯ Download count from package manager
- π¦ Number of dependent projects
Flake8 related project
Pytest related project
Pylint related project
Sphinx related project
MkDocs related project
pylint (π₯43 Β· β 5.2K) - Its not just a linter that annoys you!. βοΈGPL-2.0
flake8 (π₯41 Β· β 3.3K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
wemake-python-styleguide (π₯36 Β· β 2.4K) - The strictest and most opinionated python linter ever!. MIT
(π¨βπ» 180 Β· π 380 Β· π¦ 16K Β· π 1.1K - 10% open Β· β±οΈ 30.05.2024):
git clone https://.com/wemake-services/wemake-python-styleguide
PyPi (π₯ 160K / month Β· π¦ 53 Β· β±οΈ 26.03.2024):
pip install wemake-python-styleguide
pycodestyle (π₯34 Β· β 5K) - Simple Python style checker in one Python file. MIT
beartype (π₯32 Β· β 2.5K) - Unbearably fast near-real-time hybrid runtime-static type-checking in.. MIT
pydocstyle (π₯32 Β· β 1.1K) - docstring style checker. MIT
flake8-bugbear (π₯31 Β· β 1K) - A plugin for Flake8 finding likely bugs and design problems.. MIT

pylint-django (π₯29 Β· β 590) - Pylint plugin for improving code analysis for when.. βοΈGPL-2.0

(π¨βπ» 71 Β· π 120 Β· π₯ 280 Β· π¦ 29K Β· π 230 - 26% open Β· β±οΈ 26.02.2024):
git clone https://.com/PyCQA/pylint-django
PyPi (π₯ 1.3M / month Β· π¦ 110 Β· β±οΈ 23.10.2023):
pip install pylint-django
Conda (π₯ 190K Β· β±οΈ 09.01.2024):
conda install -c conda-forge pylint-django
flake8-comprehensions (π₯29 Β· β 460) - A flake8 plugin to help you write better.. MIT

(π¨βπ» 15 Β· π 23 Β· π¦ 27K Β· π 62 - 16% open Β· β±οΈ 28.05.2024):
git clone https://.com/adamchainz/flake8-comprehensions
PyPi (π₯ 1.1M / month Β· π¦ 650 Β· β±οΈ 10.07.2023):
pip install flake8-comprehensions
Conda (π₯ 780K Β· β±οΈ 17.07.2023):
conda install -c conda-forge flake8-comprehensions
flake8-quotes (π₯29 Β· β 180) - Flake8 extension for checking quotes in python. MIT

mypy-protobuf (π₯28 Β· β 630) - open source tools to generate mypy stubs from protobufs. Apache-2
flake8-eradicate (π₯28 Β· β 310) - Flake8 plugin to find commented out or dead code. MIT

(π¨βπ» 17 Β· π 13 Β· π¦ 19K Β· π 40 - 22% open Β· β±οΈ 21.05.2024):
git clone https://.com/wemake-services/flake8-eradicate
PyPi (π₯ 630K / month Β· π¦ 160 Β· β±οΈ 31.05.2023):
pip install flake8-eradicate
Conda (π₯ 15K Β· β±οΈ 01.06.2023):
conda install -c conda-forge flake8-eradicate
hacking (π₯28 Β· β 240) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2

(π¨βπ» 190 Β· π 70 Β· π¦ 7.3K Β· β±οΈ 31.01.2024):
git clone https://.com/openstack/hacking
PyPi (π₯ 98K / month Β· π¦ 87 Β· β±οΈ 08.12.2023):
pip install hacking
flake8-commas (π₯28 Β· β 130) - Flake8 extension for enforcing trailing commas in python. MIT

(π¨βπ» 13 Β· π 32 Β· π¦ 18K Β· π 31 - 9% open Β· β±οΈ 16.05.2024):
git clone https://.com/PyCQA/flake8-commas
PyPi (π₯ 380K / month Β· π¦ 210 Β· β±οΈ 16.05.2024):
pip install flake8-commas
flake8-isort (π₯27 Β· β 170) - flake8 plugin that integrates isort. βοΈGPL-2.0

flake8-builtins (π₯27 Β· β 110) - Check for python builtins being used as variables or.. βοΈGPL-2.0

(π¨βπ» 20 Β· π 23 Β· π¦ 10K Β· π 50 - 4% open Β· β±οΈ 09.04.2024):
git clone https://.com/gforcada/flake8-builtins
PyPi (π₯ 860K / month Β· π¦ 480 Β· β±οΈ 09.04.2024):
pip install flake8-builtins
Conda (π₯ 250K Β· β±οΈ 09.04.2024):
conda install -c conda-forge flake8-builtins
nitpick (π₯26 Β· β 380) - Enforce the same settings on multiple projects. MIT

(π¨βπ» 16 Β· π 23 Β· π₯ 5 Β· π¦ 1.3K Β· π 130 - 38% open Β· β±οΈ 28.05.2024):
git clone https://.com/andreoliwa/nitpick
PyPi (π₯ 15K / month Β· π¦ 26 Β· β±οΈ 31.12.2023):
pip install nitpick
check-manifest (π₯26 Β· β 280) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
(π¨βπ» 22 Β· π 37 Β· π¦ 11K Β· π 98 - 21% open Β· β±οΈ 03.05.2024):
git clone https://.com/mgedmin/check-manifest
PyPi (π₯ 360K / month Β· π¦ 4.3K Β· β±οΈ 05.12.2022):
pip install check-manifest
Conda (π₯ 120K Β· β±οΈ 16.06.2023):
conda install -c conda-forge check-manifest
flake8-black (π₯26 Β· β 160) - flake8 plugin to run black for checking Python coding style. MIT

flake8-import-order (π₯24 Β· β 280 Β· π€) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0

(π¨βπ» 46 Β· π 72 Β· π 100 - 12% open Β· β±οΈ 13.09.2023):
git clone https://.com/PyCQA/flake8-import-order
PyPi (π₯ 610K / month Β· π¦ 550 Β· β±οΈ 26.11.2022):
pip install flake8-import-order
Conda (π₯ 250K Β· β±οΈ 16.06.2023):
conda install -c conda-forge flake8-import-order
pandas-vet (π₯21 Β· β 160 Β· π€) - A plugin for Flake8 that checks pandas code. MIT

flake8-simplify (π₯20 Β· β 180) - A flake8 plugin that helps you to simplify code. MIT
bellybutton (π₯17 Β· β 270 Β· π€) - Custom Python linting through AST expressions. MIT
(π¨βπ» 7 Β· π 15 Β· π¦ 46 Β· π 17 - 64% open Β· β±οΈ 27.07.2023):
git clone https://.com/hchasestevens/bellybutton
PyPi (π₯ 2K / month Β· π¦ 1 Β· β±οΈ 27.07.2023):
pip install bellybutton
imhotep (π₯17 Β· β 220 Β· π€) - A static-analysis bot for . MIT
(π¨βπ» 17 Β· π 36 Β· π¦ 12 Β· π 46 - 43% open Β· β±οΈ 17.06.2023):
git clone https://.com/justinabrahms/imhotep
PyPi (π₯ 59 / month Β· π¦ 4 Β· β±οΈ 20.02.2022):
pip install imhotep
Show 13 hidden projects...
- pep8-naming (π₯30 Β· β 490) - Naming Convention checker for Python.
βοΈSaxpath
- darglint (π₯28 Β· β 480 Β· π) - A python documentation linter which checks that the docstring..
MIT
- coala (π₯27 Β· β 3.5K Β· π) - coala provides a unified command-line interface for linting and..
βοΈAGPL-3.0
- pylama (π₯26 Β· β 1K Β· π) - Code audit tool for python.
MIT
- data-science-types (π₯24 Β· β 200 Β· π) - Mypy stubs, i.e., type information, for numpy, pandas..
Apache-2
- Fixit (π₯23 Β· β 650) - Advanced Python linting framework with auto-fixes and hierarchical..
βUnlicensed
- flake8-bandit (π₯21 Β· β 110 Β· π) - Automated security testing using bandit and flake8.
MIT
- flakehell (π₯19 Β· β 230 Β· π) - Flake8 wrapper to make it nice, legacy-friendly, configurable.
MIT
- flake8-mypy (π₯19 Β· β 100 Β· π) - A plugin for flake8 integrating Mypy.
MIT
- pylint-flask (π₯19 Β· β 64 Β· π) - A Pylint plugin to analyze Flask applications.
βοΈGPL-2.0
- pycycle (π₯16 Β· β 330 Β· π) - Tool for pinpointing circular imports in Python. Find cyclic imports..
MIT
- yala (π₯15 Β· β 14 Β· π) - Yet Another Linter Aggregator.
MIT
- linty_fresh (π₯12 Β· β 180 Β· π) - Surface lint errors during code review.
Apache-2
mypy
pyright (π₯39 Β· β 12K) - Static Type Checker for Python. MIT
(π¨βπ» 110 Β· π 1.3K Β· π₯ 2.5K Β· π¦ 860 Β· π 5.6K - 0% open Β· β±οΈ 29.05.2024):
git clone https://.com/Microsoft/pyright
npm (π₯ 1.5M / month Β· π¦ 15 Β· β±οΈ 29.05.2024):
npm install pyright
pyre-check (π₯35 Β· β 6.7K) - Performant type-checking for python. MIT
(π¨βπ» 260 Β· π 430 Β· π¦ 21 Β· π 420 - 36% open Β· β±οΈ 29.05.2024):
git clone https://.com/facebook/pyre-check
PyPi (π₯ 78K / month Β· π¦ 55 Β· β±οΈ 10.05.2024):
pip install pyre-check
autopep8 (π₯39 Β· β 4.5K) - A tool that automatically formats Python code to conform to the PEP 8.. MIT
docformatter (π₯27 Β· β 520 Β· π€) - Formats docstrings to follow PEP 257. MIT
(π¨βπ» 30 Β· π 59 Β· π₯ 17 Β· π¦ 3.5K Β· π 150 - 16% open Β· β±οΈ 15.10.2023):
git clone https://.com/myint/docformatter
PyPi (π₯ 570K / month Β· π¦ 220 Β· β±οΈ 12.07.2023):
pip install docformatter
Conda (π₯ 130K Β· β±οΈ 18.07.2023):
conda install -c conda-forge docformatter
autoimport (π₯18 Β· β 88) - Autoimport automatically fixes wrong import statements. βοΈGPL-3.0
(π¨βπ» 16 Β· π 20 Β· π¦ 130 Β· π 47 - 29% open Β· β±οΈ 10.05.2024):
git clone https://.com/lyz-code/autoimport
PyPi (π₯ 4K / month Β· π¦ 12 Β· β±οΈ 10.05.2024):
pip install autoimport
Show 1 hidden projects...
- pyformat (π₯19 Β· β 95) - Formats Python code to follow a consistent style.
βοΈSaxpath
jedi (π₯41 Β· β 5.7K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
rope (π₯36 Β· β 1.9K) - a python refactoring library. βοΈLGPL-3.0
pyupgrade (π₯33 Β· β 3.4K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
autoflake (π₯29 Β· β 870) - Removes unused imports and unused variables as reported by pyflakes. MIT
MonkeyType (π₯26 Β· β 4.6K) - A Python library that generates static type annotations by.. BSD-3
add-trailing-comma (π₯22 Β· β 330) - A tool (and pre-commit hook) to automatically add trailing.. MIT
(π¨βπ» 11 Β· π 22 Β· β±οΈ 28.05.2024):
git clone https://.com/asottile/add-trailing-comma
PyPi (π₯ 59K / month Β· π¦ 22 Β· β±οΈ 30.08.2023):
pip install add-trailing-comma
unimport (π₯21 Β· β 240) - The ultimate linter and formatter for removing unused import statements.. MIT
(π¨βπ» 16 Β· π 22 Β· π 120 - 9% open Β· β±οΈ 07.01.2024):
git clone https://.com/hakancelik96/unimport
PyPi (π₯ 20K / month Β· π¦ 16 Β· β±οΈ 24.12.2023):
pip install unimport
com2ann (π₯18 Β· β 140) - Tool for translation type comments to type annotations in Python. MIT
(π¨βπ» 8 Β· π 12 Β· π¦ 72 Β· π 29 - 24% open Β· β±οΈ 14.03.2024):
git clone https://.com/ilevkivskyi/com2ann
PyPi (π₯ 15K / month Β· π¦ 2 Β· β±οΈ 21.08.2021):
pip install com2ann
massedit (π₯17 Β· β 110 Β· π€) - Programmatically edit text files with Python. Useful for source to.. MIT
(π¨βπ» 9 Β· π 16 Β· π₯ 23 Β· π¦ 43 Β· π 11 - 36% open Β· β±οΈ 12.09.2023):
git clone https://.com/elmotec/massedit
PyPi (π₯ 2.8K / month Β· π¦ 3 Β· β±οΈ 11.09.2023):
pip install massedit
Show 8 hidden projects...
- Bowler (π₯25 Β· β 1.5K Β· π) - Safe code refactoring for modern Python.
MIT
- redbaron (π₯24 Β· β 690 Β· π) - Bottom-up approach to refactoring in python.
βοΈLGPL-3.0
- eradicate (π₯24 Β· β 200) - Removes commented-out code from Python files.
βοΈSaxpath
- baron (π₯23 Β· β 290 Β· π) - IDE allow you to refactor code, Baron allows you to write..
βοΈLGPL-3.0
- pyannotate (π₯21 Β· β 1.4K Β· π) - Auto-generate PEP-484 annotations.
Apache-2
- unify (π₯20 Β· β 92 Β· π) - Modifies strings to all use the same quote where possible.
MIT
- pep8ify (π₯16 Β· β 120 Β· π) - A library that modifies python source code to conform to pep8.
Apache-2
- retype (π₯13 Β· β 140 Β· π) - Re-apply type annotations from .pyi stubs to your codebase.
MIT
bandit (π₯38 Β· β 6.1K) - Bandit is a tool designed to find common security issues in Python.. Apache-2
sqlmap (π₯33 Β· β 31K) - Automatic SQL injection and database takeover tool. βοΈGPL-3.0
(π¨βπ» 140 Β· π 5.5K Β· π¦ 21 Β· π 5.2K - 1% open Β· β±οΈ 09.05.2024):
git clone https://.com/sqlmapproject/sqlmap
PyPi (π₯ 14K / month Β· π¦ 12 Β· β±οΈ 09.05.2024):
pip install sqlmap
detect-secrets (π₯33 Β· β 3.5K) - An enterprise friendly way of detecting and preventing.. Apache-2
(π¨βπ» 81 Β· π 430 Β· π 370 - 34% open Β· β±οΈ 16.05.2024):
git clone https://.com/Yelp/detect-secrets
PyPi (π₯ 610K / month Β· π¦ 81 Β· β±οΈ 06.05.2024):
pip install detect-secrets
safety (π₯31 Β· β 1.6K) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
Show 4 hidden projects...
- pyarmor (π₯34 Β· β 3K) - A tool used to obfuscate python scripts, bind obfuscated scripts to..
βοΈSGI-B-2.0
- pyt (π₯23 Β· β 2.2K Β· π) - A Static Analysis Tool for Detecting Security Vulnerabilities in..
βοΈGPL-2.0
- dlint (π₯20 Β· β 160 Β· π) - Dlint is a tool for encouraging best coding practices and helping..
BSD-3
- dodgy (π₯20 Β· β 120 Β· π) - Looks at Python code to search for things which look dodgy such as..
MIT
virtualenv (π₯42 Β· β 4.7K) - Virtual Python Environment builder. MIT
pyenv (π₯34 Β· β 37K) - Simple Python version management. MIT
(π¨βπ» 440 Β· π 2.9K Β· π¦ 21 Β· π 1.7K - 2% open Β· β±οΈ 27.05.2024):
git clone https://.com/pyenv/pyenv
PyPi (π₯ 12K / month Β· β±οΈ 12.01.2019):
pip install pyenv
pyenv-virtualenv (π₯23 Β· β 6.1K) - a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). MIT
pyenv-installer (π₯16 Β· β 3.9K) - This tool is used to install `pyenv` and friends. MIT
freshenv (π₯13 Β· β 170 Β· π€) - Provision, share, manage local and cloud developer environments. MPL-2.0
Show 3 hidden projects...
- vex (π₯20 Β· β 370 Β· π) - Run a command in the named virtualenv.
MIT
- dh-virtualenv (π₯17 Β· β 1.6K Β· π) - Python virtualenvs in Debian packages.
βοΈGPL-2.0
- pipenv-pipes (π₯14 Β· β 130 Β· π) - A PipEnv Environment Switcher.
MIT
conda (π₯43 Β· β 6.2K) - A system-level, binary package and environment manager running on all.. BSD-3
pip-tools (π₯39 Β· β 7.5K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
PDM (π₯36 Β· β 6.7K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
pipreqs (π₯33 Β· β 5.9K) - pipreqs - Generate pip requirements.txt file based on imports of any.. Apache-2
mamba (π₯29 Β· β 6.4K) - The Fast Cross-Platform Package Manager. BSD-3
(π¨βπ» 150 Β· π 340 Β· π 1.7K - 30% open Β· β±οΈ 28.05.2024):
git clone https://.com/mamba-org/mamba
Conda (π₯ 12M Β· β±οΈ 06.05.2024):
conda install -c conda-forge mamba
pip-run (π₯23 Β· β 130) - pip-run - dynamic dependency loader for Python. MIT
(π¨βπ» 24 Β· π 19 Β· π¦ 64 Β· π 72 - 6% open Β· β±οΈ 24.04.2024):
git clone https://.com/jaraco/pip-run
PyPi (π₯ 17K / month Β· π¦ 9 Β· β±οΈ 10.02.2024):
pip install pip-run
Show 2 hidden projects...
prospector (π₯32 Β· β 1.9K) - Inspects Python source files and provides information about.. βοΈGPL-2.0
mccabe (π₯31 Β· β 630) - McCabe complexity checker for Python. βοΈSaxpath
wily (π₯26 Β· β 1.2K Β· π€) - A Python application for tracking, reporting on timing and.. Apache-2
(π¨βπ» 24 Β· π 56 Β· π¦ 220 Β· π 110 - 32% open Β· β±οΈ 11.10.2023):
git clone https://.com/tonybaloney/wily
PyPi (π₯ 45K / month Β· π¦ 2 Β· β±οΈ 11.10.2023):
pip install wily
Show 1 hidden projects...
- cohesion (π₯15 Β· β 230 Β· π) - A tool for measuring Python class cohesion.
βοΈGPL-3.0
rich (π₯43 Β· β 48K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
tqdm (π₯42 Β· β 28K) - A Fast, Extensible Progress Bar for Python and CLI. MPL-2.0
(π¨βπ» 120 Β· π 1.3K Β· π₯ 11K Β· π¦ 740K Β· π 1.1K - 46% open Β· β±οΈ 02.05.2024):
git clone https://.com/tqdm/tqdm
PyPi (π₯ 99M / month Β· π¦ 29K Β· β±οΈ 02.05.2024):
pip install tqdm
Conda (π₯ 27M Β· β±οΈ 04.05.2024):
conda install -c conda-forge tqdm
Docker Hub (π₯ 4.5K Β· β 2 Β· β±οΈ 25.05.2024):
docker pull tqdm/tqdm
sentry-sdk (π₯38 Β· β 1.8K) - The official Python SDK for Sentry.io. MIT
progressbar2 (π₯33 Β· β 850 Β· π) - Progressbar 2 - A progress bar for Python 2 and Python 3 -.. BSD-3
alive-progress (π₯30 Β· β 5.2K) - A new kind of Progress Bar, with real-time throughput, ETA, and.. MIT
stackprinter (π₯26 Β· β 1.3K) - Debugging-friendly exceptions for Python. MIT
python-devtools (π₯23 Β· β 960) - Dev tools for python. MIT
Show 8 hidden projects...
- python-json-logger (π₯35 Β· β 1.7K Β· π) - Json Formatter for the standard python logger.
BSD-2
- tabulate (π₯33 Β· β 2K Β· π) - Pretty-print tabular data in Python, a library and a command-line..
MIT
- prettytable (π₯33 Β· β 1.3K) - Display tabular data in a visually appealing ASCII table..
βοΈBSD-1-Clause
- python-coloredlogs (π₯28 Β· β 540 Β· π) - Colored terminal output for Pythons logging module.
MIT
- rebound (π₯25 Β· β 4.1K Β· π) - Command-line tool that instantly fetches Stack Overflow results..
βοΈGPL-2.0
- PrettyErrors (π₯25 Β· β 2.8K Β· π) - Prettify Python exception output to make it legible.
MIT
- better-exceptions (π₯24 Β· β 4.6K Β· π) - Pretty and useful exceptions in Python, automatically.
MIT
- tbvaccine (π₯16 Β· β 380 Β· π) - A small utility to pretty-print Python tracebacks.
MIT
xxh (π₯25 Β· β 5K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell, fish,.. BSD-2
(π¨βπ» 27 Β· π 100 Β· π₯ 2.5K Β· π¦ 87 Β· π 87 - 27% open Β· β±οΈ 06.04.2024):
git clone https://.com/xxh/xxh
PyPi (π₯ 800 / month Β· β±οΈ 06.04.2024):
pip install xxh-xxh
Show 1 hidden projects...
- xonsh (π₯34 Β· β 8.1K) - Python-powered, cross-platform, Unix-gazing shell.
βοΈBSD-1-Clause
π best-of-mkdocs ( β 860) - Collection of MkDocs projects and plugins.
mkdocs-material (π₯42 Β· β 19K) - Documentation that simply works. MIT

(π¨βπ» 270 Β· π 3.3K Β· π¦ 48K Β· π 2.3K - 0% open Β· β±οΈ 29.05.2024):
git clone https://.com/squidfunk/mkdocs-material
PyPi (π₯ 4.5M / month Β· π¦ 2.5K Β· β±οΈ 27.05.2024):
pip install mkdocs-material
Conda (π₯ 390K Β· β±οΈ 20.05.2024):
conda install -c conda-forge mkdocs-material
sphinx_rtd_theme (π₯36 Β· β 4.7K) - Sphinx theme for readthedocs.org. MIT

(π¨βπ» 120 Β· π 1.7K Β· π¦ 16 Β· π 870 - 28% open Β· β±οΈ 25.01.2024):
git clone https://.com/readthedocs/sphinx_rtd_theme
PyPi (π₯ 5M / month Β· π¦ 12K Β· β±οΈ 28.11.2023):
pip install sphinx_rtd_theme
Conda (π₯ 3.8M Β· β±οΈ 28.11.2023):
conda install -c conda-forge sphinx_rtd_theme
mkdocstrings (π₯32 Β· β 1.6K) - Automatic documentation from sources, for MkDocs. ISC

(π¨βπ» 42 Β· π 100 Β· π¦ 13K Β· π 390 - 12% open Β· β±οΈ 05.05.2024):
git clone https://.com/mkdocstrings/mkdocstrings
PyPi (π₯ 1.3M / month Β· π¦ 970 Β· β±οΈ 05.05.2024):
pip install mkdocstrings
Conda (π₯ 120K Β· β±οΈ 05.05.2024):
conda install -c conda-forge mkdocstrings
sphinx-autodoc-typehints (π₯32 Β· β 530) - Type hints support for the Sphinx autodoc extension. MIT

(π¨βπ» 55 Β· π 100 Β· π¦ 50K Β· π 200 - 19% open Β· β±οΈ 24.05.2024):
git clone https://.com/tox-dev/sphinx-autodoc-typehints
PyPi (π₯ 1.8M / month Β· π¦ 2.7K Β· β±οΈ 17.04.2024):
pip install sphinx-autodoc-typehints
Conda (π₯ 700K Β· β±οΈ 18.04.2024):
conda install -c conda-forge sphinx-autodoc-typehints
Griffe (π₯32 Β· β 260) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
pdoc (π₯31 Β· β 1.8K Β· π) - API Documentation for Python Projects. Unlicense
(π¨βπ» 66 Β· π 190 Β· π¦ 2.8K Β· π 370 - 7% open Β· β±οΈ 18.05.2024):
git clone https://.com/mitmproxy/pdoc
PyPi (π₯ 260K / month Β· π¦ 400 Β· β±οΈ 18.05.2024):
pip install pdoc
sphinx-autobuild (π₯31 Β· β 520) - Watch a Sphinx directory and rebuild the documentation.. MIT

(π¨βπ» 30 Β· π 75 Β· π¦ 23K Β· π 90 - 25% open Β· β±οΈ 06.05.2024):
git clone https://.com/executablebooks/sphinx-autobuild
PyPi (π₯ 920K / month Β· π¦ 1.4K Β· β±οΈ 16.04.2024):
pip install sphinx-autobuild
Conda (π₯ 250K Β· β±οΈ 17.04.2024):
conda install -c conda-forge sphinx-autobuild
pdoc3 (π₯29 Β· β 1.1K) - Auto-generate API documentation for Python projects. βοΈAGPL-3.0
interrogate (π₯29 Β· β 550) - Explain yourself! Interrogate a codebase for docstring coverage. MIT
(π¨βπ» 17 Β· π 45 Β· π¦ 6.5K Β· π 68 - 45% open Β· β±οΈ 20.05.2024):
git clone https://.com/econchick/interrogate
PyPi (π₯ 140K / month Β· π¦ 360 Β· β±οΈ 07.04.2024):
pip install interrogate
blacken-docs (π₯27 Β· β 620) - Run `black` on python code blocks in documentation files. MIT
mkdocs-awesome-pages-plugin (π₯24 Β· β 440) - An MkDocs plugin that simplifies configuring page.. MIT

(π¨βπ» 8 Β· π 34 Β· π¦ 4.2K Β· π 83 - 24% open Β· β±οΈ 09.03.2024):
git clone https://.com/lukasgeiter/mkdocs-awesome-pages-plugin
PyPi (π₯ 290K / month Β· π¦ 150 Β· β±οΈ 19.08.2023):
pip install mkdocs-awesome-pages-plugin
sphinx-markdown-builder (π₯24 Β· β 160 Β· π€) - DISCONTINUED: sphinx builder that outputs markdown.. MIT

(π¨βπ» 19 Β· π 60 Β· π¦ 840 Β· β±οΈ 24.06.2023):
git clone https://.com/clayrisser/sphinx-markdown-builder
PyPi (π₯ 72K / month Β· π¦ 120 Β· β±οΈ 16.01.2024):
pip install sphinx-markdown-builder
lazydocs (π₯23 Β· β 180) - Generate markdown API documentation from Google-style Python docstring... MIT
(π¨βπ» 11 Β· π 37 Β· π¦ 220 Β· π 34 - 17% open Β· β±οΈ 16.01.2024):
git clone https://.com/ml-tooling/lazydocs
PyPi (π₯ 8.2K / month Β· π¦ 22 Β· β±οΈ 27.07.2021):
pip install lazydocs
mkdocs-print-site-plugin (π₯23 Β· β 120) - MkDocs Plugin that adds an additional page that.. MIT

(π¨βπ» 8 Β· π 19 Β· π¦ 310 Β· π 91 - 15% open Β· β±οΈ 23.05.2024):
git clone https://.com/timvink/mkdocs-print-site-plugin
PyPi (π₯ 21K / month Β· π¦ 10 Β· β±οΈ 08.05.2024):
pip install mkdocs-print-site-plugin
Show 9 hidden projects...
- numpydoc (π₯31 Β· β 280) - Numpys Sphinx extensions.
βUnlicensed
- sphinx-bootstrap-theme (π₯26 Β· β 590 Β· π) - Sphinx Bootstrap Theme.
MIT
- pytkdocs (π₯24 Β· β 49 Β· π) - Load Python objects documentation.
ISC
- mkdocs-with-pdf (π₯23 Β· β 310 Β· π) - Generate a single PDF file from MkDocs repository.
MIT
- portray (π₯22 Β· β 860 Β· π) - Your Project with Great Documentation.
MIT
- pycco (π₯22 Β· β 840 Β· π) - Literate-style documentation generator.
MIT
- mkdocs-pdf-export-plugin (π₯22 Β· β 310 Β· π) - An MkDocs plugin to export content pages as PDF files.
MIT
- mkdocs-git-revision-date-plugin (π₯20 Β· β 56 Β· π) - MkDocs plugin for setting revision date from git per..
MIT
- mkdocs-versioning (π₯17 Β· β 40 Β· π) - A tool that allows for versioning sites built with..
MIT
pyelftools (π₯33 Β· β 1.9K) - Parsing ELF and DWARF in Python. Unlicense
gdbgui (π₯28 Β· β 9.7K Β· π€) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,.. βοΈGPL-3.0
(π¨βπ» 45 Β· π 550 Β· π₯ 17K Β· π¦ 400 Β· π 320 - 46% open Β· β±οΈ 18.10.2023):
git clone https://.com/cs01/gdbgui
PyPi (π₯ 9.6K / month Β· π¦ 2 Β· β±οΈ 18.10.2023):
pip install gdbgui
python-hunter (π₯26 Β· β 780) - Hunter is a flexible code tracing toolkit. BSD-2
python-manhole (π₯22 Β· β 370) - Debugging manhole for python applications. BSD-2
pyrasite (π₯21 Β· β 2.8K Β· π€) - Inject code into running Python processes. βοΈGPL-3.0
(π¨βπ» 24 Β· π 200 Β· π¦ 57 Β· π 57 - 71% open Β· β±οΈ 08.10.2023):
git clone https://.com/lmacken/pyrasite
PyPi (π₯ 6.6K / month Β· β±οΈ 09.05.2012):
pip install pyrasite
reloadium (π₯20 Β· β 2.7K) - Hot Reloading and Profiling for Python. Apache-2
(π¨βπ» 3 Β· π 55 Β· π 140 - 13% open Β· β±οΈ 24.05.2024):
git clone https://.com/reloadware/reloadium
PyPi (π₯ 4.5K / month Β· β±οΈ 22.05.2024):
pip install reloadium
Birdseye (π₯20 Β· β 1.6K Β· π€) - Graphical Python debugger which lets you easily view the values of.. MIT
(π¨βπ» 10 Β· π 74 Β· π 57 - 36% open Β· β±οΈ 16.10.2023):
git clone https://.com/alexmojaki/birdseye
PyPi (π₯ 1.2K / month Β· π¦ 8 Β· β±οΈ 16.10.2023):
pip install birdseye
Show 2 hidden projects...
π best-of-web-python - Testing ( β 2.2K) - Testing libraries & tools for python web frameworks.
π unittest - Unittest is a test framework included in the Python standard library.
pytest (π₯48 Β· β 11K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT

hypothesis (π₯42 Β· β 7.3K) - Hypothesis is a powerful, flexible, and easy to use library for.. MPL-2.0
robotframework (π₯40 Β· β 9.2K) - Generic automation framework for acceptance testing and RPA. Apache-2
(π¨βπ» 200 Β· π 2.2K Β· π₯ 550 Β· π¦ 11K Β· π 4.4K - 7% open Β· β±οΈ 29.05.2024):
git clone https://.com/robotframework/robotframework
PyPi (π₯ 2.6M / month Β· π¦ 800 Β· β±οΈ 11.01.2024):
pip install robotframework
Conda (π₯ 180K Β· β±οΈ 11.01.2024):
conda install -c conda-forge robotframework
pytest-xdist (π₯40 Β· β 1.4K) - pytest plugin for distributed testing and loop-on-failures.. MIT

(π¨βπ» 100 Β· π 220 Β· π₯ 37 Β· π¦ 99K Β· π 630 - 40% open Β· β±οΈ 16.05.2024):
git clone https://.com/pytest-dev/pytest-xdist
PyPi (π₯ 25M / month Β· π¦ 3.8K Β· β±οΈ 28.04.2024):
pip install pytest-xdist
Conda (π₯ 6M Β· β±οΈ 21.11.2023):
conda install -c conda-forge pytest-xdist
playwright-python (π₯39 Β· β 11K Β· π) - Python version of the Playwright testing and.. Apache-2
(π¨βπ» 39 Β· π 820 Β· π¦ 16K Β· π 1.3K - 2% open Β· β±οΈ 24.05.2024):
git clone https://.com/microsoft/playwright-python
PyPi (π₯ 3.4M / month Β· π¦ 930 Β· β±οΈ 17.05.2024):
pip install playwright
tox (π₯39 Β· β 3.6K) - Command line driven CI frontend and development task automation tool. MIT

pytest-cov (π₯38 Β· β 1.7K) - Coverage plugin for pytest. MIT

pyautogui (π₯36 Β· β 9.7K Β· π€) - A cross-platform GUI automation Python module for human beings... BSD-3
pytest-asyncio (π₯36 Β· β 1.3K Β· π) - Asyncio support for pytest. Apache-2

(π¨βπ» 47 Β· π 140 Β· π₯ 1.2K Β· π¦ 97K Β· π 320 - 16% open Β· β±οΈ 21.05.2024):
git clone https://.com/pytest-dev/pytest-asyncio
PyPi (π₯ 15M / month Β· π¦ 3.6K Β· β±οΈ 19.05.2024):
pip install pytest-asyncio
Conda (π₯ 1.9M Β· β±οΈ 29.04.2024):
conda install -c conda-forge pytest-asyncio
pytest-mock (π₯35 Β· β 1.8K) - Thin-wrapper around the mock package for easier use with pytest. MIT

(π¨βπ» 72 Β· π 140 Β· π₯ 33 Β· π¦ 80K Β· π 160 - 7% open Β· β±οΈ 28.05.2024):
git clone https://.com/pytest-dev/pytest-mock
PyPi (π₯ 23M / month Β· π¦ 4.7K Β· β±οΈ 21.03.2024):
pip install pytest-mock
Conda (π₯ 2.6M Β· β±οΈ 22.03.2024):
conda install -c conda-forge pytest-mock
mimesis (π₯34 Β· β 4.3K) - Mimesis is a robust data generator for Python that can produce a wide.. MIT
pytest-bdd (π₯34 Β· β 1.3K) - BDD library for the py.test runner. MIT

coveralls-python (π₯34 Β· β 550) - Show coverage stats online via coveralls.io. MIT

pytest-html (π₯32 Β· β 660) - Plugin for generating HTML reports for pytest results. MIT

factory_boy (π₯31 Β· β 3.4K) - A test fixtures replacement for Python. MIT
asv (π₯31 Β· β 840) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
pytest-sugar (π₯30 Β· β 1.3K) - a plugin for py.test that changes the default look and feel.. BSD-3

(π¨βπ» 53 Β· π 74 Β· π₯ 19 Β· π¦ 25K Β· π 120 - 18% open Β· β±οΈ 12.02.2024):
git clone https://.com/Teemu/pytest-sugar
PyPi (π₯ 1.8M / month Β· π¦ 1.1K Β· β±οΈ 01.02.2024):
pip install pytest-sugar
Conda (π₯ 240K Β· β±οΈ 05.02.2024):
conda install -c conda-forge pytest-sugar
pytest-testinfra (π₯29 Β· β 2.3K) - Testinfra test your infrastructures. Apache-2

pytest-benchmark (π₯29 Β· β 1.2K) - py.test fixture for benchmarking code. BSD-2

(π¨βπ» 41 Β· π 110 Β· π¦ 8.8K Β· π 190 - 53% open Β· β±οΈ 15.12.2023):
git clone https://.com/ionelmc/pytest-benchmark
PyPi (π₯ 2M / month Β· π¦ 810 Β· β±οΈ 25.10.2022):
pip install pytest-benchmark
Conda (π₯ 2M Β· β±οΈ 16.06.2023):
conda install -c conda-forge pytest-benchmark
pytest-randomly (π₯29 Β· β 590) - Pytest plugin to randomly order tests and control random.seed. MIT
(π¨βπ» 20 Β· π 30 Β· π¦ 8.5K Β· π 65 - 15% open Β· β±οΈ 28.05.2024):
git clone https://.com/pytest-dev/pytest-randomly
PyPi (π₯ 3.4M / month Β· π¦ 400 Β· β±οΈ 15.08.2023):
pip install pytest-randomly
Conda (π₯ 190K Β· β±οΈ 15.08.2023):
conda install -c conda-forge pytest-randomly
pytest-testmon (π₯26 Β· β 800 Β· π) - Selects tests affected by changed files. Executes the.. MIT

pytest-mypy (π₯26 Β· β 240) - Mypy static type checker plugin for Pytest. MIT

Mamba Test Runner (π₯25 Β· β 520) - The definitive testing tool for Python. Born under the banner.. MIT
(π¨βπ» 23 Β· π 65 Β· π¦ 980 Β· π 100 - 50% open Β· β±οΈ 09.11.2023):
git clone https://.com/nestorsalceda/mamba
PyPi (π₯ 9.6K / month Β· π¦ 29 Β· β±οΈ 09.11.2023):
pip install mamba
pytest-docker (π₯25 Β· β 400) - Docker-based integration tests. MIT

(π¨βπ» 23 Β· π 67 Β· π₯ 140 Β· π¦ 940 Β· π 54 - 31% open Β· β±οΈ 02.02.2024):
git clone https://.com/avast/pytest-docker
PyPi (π₯ 300K / month Β· π¦ 86 Β· β±οΈ 02.02.2024):
pip install pytest-docker
pytest-datadir (π₯23 Β· β 240) - pytest plugin for manipulating test data directories and.. MIT

(π¨βπ» 11 Β· π 22 Β· π₯ 4 Β· π¦ 1.7K Β· π 19 - 26% open Β· β±οΈ 29.04.2024):
git clone https://.com/gabrielcnr/pytest-datadir
PyPi (π₯ 300K / month Β· π¦ 190 Β· β±οΈ 03.10.2023):
pip install pytest-datadir
Conda (π₯ 250K Β· β±οΈ 03.10.2023):
conda install -c conda-forge pytest-datadir
xdoctest (π₯23 Β· β 200) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
Show 10 hidden projects...
- nose (π₯33 Β· β 1.4K Β· π) - nose is nicer testing for python.
βοΈLGPL-2.1+
- uiautomator (π₯26 Β· β 2K Β· π) - Python wrapper of Android uiautomator test tool.
MIT
- PyHamcrest (π₯26 Β· β 750) - Hamcrest matchers for Python.
βUnlicensed
- pytest-watch (π₯25 Β· β 730 Β· π) - Local continuous test runner with pytest and watchdog.
MIT
- pytest-plugins (π₯24 Β· β 550 Β· π) - A grab-bag of nifty pytest plugins.
MIT
- pytest-lazy-fixture (π₯24 Β· β 370 Β· π) - It helps to use fixtures in pytest.mark.parametrize.
MIT
- sixpack (π₯21 Β· β 1.8K Β· π) - Sixpack is a language-agnostic a/b-testing framework.
BSD-2
- assertpy (π₯20 Β· β 470 Β· π) - Simple assertion library for unit testing in python with a fluent..
BSD-3
- fake2db (π₯17 Β· β 2.3K Β· π) - create custom test databases that are populated with fake data.
βοΈGPL-2.0
- pytest-play (π₯16 Β· β 68 Β· π) - pytest plugin that let you automate actions and..
Apache-2
π Python.org Packaging - An Overview of Packaging for Python.
pyinstaller (π₯42 Β· β 11K) - Freeze (package) Python programs into stand-alone executables. βοΈGPL-2.0
(π¨βπ» 470 Β· π 1.9K Β· π₯ 750K Β· π¦ 59K Β· π 5.3K - 5% open Β· β±οΈ 29.05.2024):
git clone https://.com/pyinstaller/pyinstaller
PyPi (π₯ 2.5M / month Β· π¦ 770 Β· β±οΈ 21.05.2024):
pip install pyinstaller
Conda (π₯ 580K Β· β±οΈ 22.05.2024):
conda install -c conda-forge pyinstaller
Nuitka (π₯39 Β· β 11K) - Nuitka is a Python compiler written in Python. Its fully compatible.. Apache-2
briefcase (π₯34 Β· β 2.4K) - Tools to support converting a Python project into a standalone.. BSD-3
(π¨βπ» 150 Β· π 340 Β· π₯ 280 Β· π¦ 560 Β· π 750 - 17% open Β· β±οΈ 30.05.2024):
git clone https://.com/beeware/briefcase
PyPi (π₯ 13K / month Β· π¦ 12 Β· β±οΈ 06.05.2024):
pip install briefcase
pex (π₯33 Β· β 2.5K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
(π¨βπ» 120 Β· π 250 Β· π₯ 4.6M Β· π¦ 600 Β· π 1.1K - 14% open Β· β±οΈ 13.05.2024):
git clone https://.com/pantsbuild/pex
PyPi (π₯ 1.7M / month Β· π¦ 46 Β· β±οΈ 12.04.2024):
pip install pex
cx_Freeze (π₯32 Β· β 1.3K) - cx_Freeze creates standalone executables from Python scripts,.. Python-2.0
shiv (π₯25 Β· β 1.7K) - shiv is a command line utility for building fully self contained Python.. BSD-2
(π¨βπ» 42 Β· π 92 Β· π₯ 770 Β· π 130 - 39% open Β· β±οΈ 09.05.2024):
git clone https://.com/linkedin/shiv
PyPi (π₯ 29K / month Β· π¦ 14 Β· β±οΈ 09.05.2024):
pip install shiv
constructor (π₯25 Β· β 440) - tool for creating installers from conda packages. BSD-3
(π¨βπ» 71 Β· π 170 Β· π₯ 280 Β· π¦ 19 Β· π 360 - 7% open Β· β±οΈ 28.05.2024):
git clone https://.com/conda/constructor
Conda (π₯ 9.9K Β· β±οΈ 16.05.2024):
conda install -c anaconda constructor
pynsist (π₯24 Β· β 880) - Build Windows installers for Python applications. MIT
(π¨βπ» 31 Β· π 120 Β· π¦ 220 Β· π 180 - 17% open Β· β±οΈ 09.04.2024):
git clone https://.com/takluyver/pynsist
PyPi (π₯ 3.1K / month Β· π¦ 13 Β· β±οΈ 21.03.2022):
pip install pynsist
py2exe (π₯23 Β· β 770 Β· π€) - Create standalone Windows programs from Python code. MIT
(π¨βπ» 20 Β· π 90 Β· π₯ 17K Β· π¦ 2K Β· π 160 - 13% open Β· β±οΈ 08.10.2023):
git clone https://.com/py2exe/py2exe
PyPi (π₯ 16K / month Β· π¦ 10 Β· β±οΈ 07.10.2023):
pip install py2exe
xar (π₯20 Β· β 1.6K) - executable archive format. BSD-3
(π¨βπ» 44 Β· π 55 Β· π¦ 30 Β· π 33 - 24% open Β· β±οΈ 28.12.2023):
git clone https://.com/facebookincubator/xar
PyPi (π₯ 330 / month Β· β±οΈ 02.12.2020):
pip install xar
Show 4 hidden projects...
- PyOxidizer (π₯28 Β· β 5.3K Β· π) - A modern Python application packaging and distribution tool.
MPL-2.0
- py2app (π₯28 Β· β 320 Β· π) - py2app is a Python setuptools command which will allow you to make..
MIT
- subpar (π₯13 Β· β 570 Β· π) - Subpar is a utility for creating self-contained python..
Apache-2
- pyship (π₯11 Β· β 38 Β· π€) - pyship - ship Python desktop apps to end users.
MIT
setuptools (π₯47 Β· β 2.3K) - Official project repository for the Setuptools build system. MIT
buildbot (π₯36 Β· β 5.2K) - Python-based continuous integration testing framework; your pull.. βοΈGPL-2.0
setuptools_scm (π₯35 Β· β 820) - the blessed package to manage your versions by scm tags. MIT
universal-build (π₯15 Β· β 21 Β· π) - Universal build utilities for containerized build pipelines. MIT
(π¨βπ» 5 Β· π 7 Β· π₯ 19 Β· π¦ 12 Β· π 4 - 25% open Β· β±οΈ 15.09.2022):
git clone https://.com/ml-tooling/universal-build
PyPi (π₯ 510 / month Β· π¦ 7 Β· β±οΈ 16.11.2021):
pip install universal-build
Show 4 hidden projects...
- doit (π₯32 Β· β 1.8K Β· π) - task management & automation tool.
MIT
- buildout (π₯26 Β· β 570 Β· π) - Buildout is a deployment automation tool written in and..
βοΈZPL-2.1
- paver (π₯23 Β· β 460 Β· π) - Python-based project scripting.
BSD-3
- pynt (π₯18 Β· β 160 Β· π) - A pynt of Python build.
MIT
Glances (π₯40 Β· β 25K) - Glances an Eye on your system. A top/htop alternative for.. βοΈLGPL-3.0
py-spy (π₯33 Β· β 12K) - Sampling profiler for Python programs. MIT
(π¨βπ» 38 Β· π 390 Β· π₯ 18K Β· π¦ 4.1K Β· π 370 - 48% open Β· β±οΈ 27.02.2024):
git clone https://.com/benfred/py-spy
PyPi (π₯ 2.1M / month Β· π¦ 46 Β· β±οΈ 07.09.2022):
pip install py-spy
Conda (π₯ 540K Β· β±οΈ 16.06.2023):
conda install -c conda-forge py-spy
Cargo (π₯ 1.8K / month Β· π¦ 2 Β· β±οΈ 07.09.2022):
cargo install py-spy
Scalene (π₯32 Β· β 11K) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. Apache-2
(π¨βπ» 49 Β· π 380 Β· π¦ 630 Β· π 460 - 35% open Β· β±οΈ 17.05.2024):
git clone https://.com/plasma-umass/scalene
PyPi (π₯ 44K / month Β· π¦ 12 Β· β±οΈ 03.05.2024):
pip install scalene
pyinstrument (π₯30 Β· β 6.2K) - Call stack profiler for Python. Shows you why your code is slow!. BSD-3
Yappi (π₯29 Β· β 1.4K Β· π) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
memory-profiler (π₯28 Β· β 4.2K) - Monitor Memory usage of Python code. BSD-3
(π¨βπ» 100 Β· π 370 Β· π 250 - 53% open Β· β±οΈ 16.04.2024):
git clone https://.com/pythonprofilers/memory_profiler
PyPi (π₯ 1.5M / month Β· π¦ 410 Β· β±οΈ 15.11.2022):
pip install memory_profiler
Conda (π₯ 790K Β· β±οΈ 16.06.2023):
conda install -c conda-forge memory_profiler
line_profiler (π₯28 Β· β 2.5K) - Line-by-line profiling for Python. BSD-3
Diamond (π₯28 Β· β 1.7K) - Diamond is a python daemon that collects system metrics and publishes.. MIT
(π¨βπ» 390 Β· π 600 Β· π¦ 170 Β· π 300 - 44% open Β· β±οΈ 01.11.2023):
git clone https://.com/python-diamond/Diamond
PyPi (π₯ 9.8K / month Β· π¦ 6 Β· β±οΈ 25.11.2016):
pip install diamond
Show 8 hidden projects...
- Bpytop (π₯29 Β· β 9.9K Β· π) - Linux/OSX/FreeBSD resource monitor.
Apache-2
- memory_profiler (π₯26 Β· β 4.2K Β· π) - Monitor Memory usage of Python code.
BSD-3
- pympler (π₯26 Β· β 1.2K Β· π) - Development tool to measure, monitor and analyze the memory..
Apache-2
- vprof (π₯23 Β· β 4K Β· π) - Visual profiler for Python.
BSD-2
- Profiling (π₯21 Β· β 3K Β· π) - Was an interactive continuous Python profiler.
BSD-3
- heartrate (π₯19 Β· β 1.7K Β· π) - Simple real time visualisation of the execution of a Python program.
MIT
- pyheat (π₯18 Β· β 830 Β· π) - pprofile + matplotlib = Python program profiled as an awesome heatmap!.
MIT
- livepython (π₯13 Β· β 2.6K Β· π) - Visually trace Python code in real-time.
MIT
typed_ast (π₯26 Β· β 230 Β· π€) - Modified fork of CPythons ast module that parses `# type:`.. Apache-2
asteval (π₯24 Β· β 170 Β· π) - minimalistic evaluator of python expression using ast module. MIT
Show 1 hidden projects...
- astunparse (π₯28 Β· β 220 Β· π) - An AST unparser for Python.
BSD-3
pre-commit (π₯41 Β· β 12K) - A framework for managing and maintaining multi-language pre-commit.. MIT
(π¨βπ» 160 Β· π 770 Β· π₯ 1.4M Β· π¦ 190K Β· π 2K - 1% open Β· β±οΈ 27.05.2024):
git clone https://.com/pre-commit/pre-commit
PyPi (π₯ 22M / month Β· π¦ 11K Β· β±οΈ 11.05.2024):
pip install pre-commit
Conda (π₯ 4.6M Β· β±οΈ 11.05.2024):
conda install -c conda-forge pre-commit
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