🏆
A ranked list of awesome Python open-source libraries & tools. Updated weekly.
This curated list contains 230 awesome open-source projects with a total of 730K stars grouped into 25 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!
catalogue (
🥉
24 ·
⭐
71) - Super lightweight function registries for your library. MIT
powerline-shell (
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23 ·
⭐
5.5K ·
💀
) - A beautiful and useful prompt for your shell. MIT
pluginbase (
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23 ·
⭐
930 ·
💀
) - A simple but flexible plugin system for Python. BSD-3
Related Resources
Best-of lists: Discover other best-of lists with awesome open-source projects on all kinds of topics.
best-of-ml-python: A ranked list of awesome machine learning Python libraries.
best-of-web-python: A ranked list of awesome Python libraries for web development.
best-of-python-dev: A ranked list of awesome Python developer tools and libraries.
awesome-python: A curated list of awesome Python frameworks, libraries, software and resources.
Contribution
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.
The project caer was added. Additionally, a new category Computer/Machine Vision was introduced in projects.yaml.
I do have a question: caer belongs to multiple categories. Should I add re-add the project multiple times (as per the number of categories), or is there a comma-based approach?
[x] I have not modified the README.md file. Projects are only supposed to be added or updated within the projects.yaml file since the README.md file is automatically generated.
Description:
I saw that Cookiecutter was listed in the Others category, so I thought Copier should be listed too :slightly_smiling_face: It's a fantastic project templating tool!
[x] I have not modified the README.md file. Projects are only supposed to be added or updated within the projects.yaml file since the README.md file is automatically generated.
VidGear is a High-Performance Video Processing Python Library that provides an easy-to-use, highly extensible, thoroughly optimised Multi-Threaded + Asyncio Framework on top of many state-of-the-art specialized libraries like OpenCV, FFmpeg, ZeroMQ, picamera, starlette, streamlink, pafy, pyscreenshot, aiortc and python-mss serving at its backend, and enable us to flexibly exploit their internal parameters and methods, while silently delivering robust error-handling and real-time performance 🔥
IP2Trace Python is a ready-to-use Python tool allowing users to display the geolocation information, such as country, region, city, latitude, longitude, zip code, time zone, ISP, domain name, connection type, area code, weather, mobile network, elevation, usage type in the IP traceroute results. It supports both IPv4 and IPv6 traceroute.
[x] I have not modified the README.md file. Projects are only supposed to be added or updated within the projects.yaml file since the README.md file is automatically generated.
The aim of this project is to develop a sheet music reader. This is called Optical Music Recognition (OMR). Its objective is to convert sheet music to a machine-readable version. We take a simplified version where we convert an image of sheet music to a textual representation that can be further processed to produce midi files or audio files like wav or mp3.
[x] I have not modified the README.md file. Projects are only supposed to be added or updated within the projects.yaml file since the README.md file is automatically generated.
Project details:
Ubelt is a small library of robust, tested, documented, and simple functions that extend the Python standard library. It has a flat API that all behaves similarly on Windows, Mac, and Linux (up to some small unavoidable differences). Almost every function in ubelt was written with a doctest. This provides helpful documentation and example usage as well as helping achieve 100% test coverage (with minor exceptions for Python2, Windows, etc...).
To finish this update: Select Merge pull request below and Confirm merge. Also, make sure to publish the created draft release in the releases section as well.
To finish this update: Select Merge pull request below and Confirm merge. Also, make sure to publish the created draft release in the releases section as well.
To finish this update: Select Merge pull request below and Confirm merge. Also, make sure to publish the created draft release in the releases section as well.
SOURCEdefender is the easiest way to obfuscate Python code using AES-256 encryption.
add-project
opened by richard-scott 0
Releases(2023.01.05)
2023.01.05(Jan 5, 2023)
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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.
python-dotenv (🥇38 · ⭐ 5.5K · 📈) - Reads key-value pairs from a .env file and can set them as.. BSD-3
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csvkit (🥈33 · ⭐ 5.3K · 📈) - A suite of utilities for converting to and working with CSV, the king.. MIT
aiocache (🥉29 · ⭐ 770 · 📈) - Asyncio cache manager for redis, memcached and memory. BSD-3
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awscli (🥇44 · ⭐ 13K · 📉) - Universal Command Line Interface for Amazon Web Services. Apache-2
SQLAlchemy (🥇44 · ⭐ 6.5K · 📉) - The Database Toolkit for Python. MIT
mrjob (🥈30 · ⭐ 2.6K · 💀) - Run MapReduce jobs on Hadoop or Amazon Web Services. Apache-2
python-benedict (🥉26 · ⭐ 770 · 📉) - dict subclass with keylist/keypath support, built-in I/O.. MIT
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PyTables (🥈38 · ⭐ 1.2K · 📈) - A Python package to manage extremely large amounts of data. BSD-3
XlsxWriter (🥇37 · ⭐ 3.1K · 📈) - A Python module for creating Excel XLSX files. BSD-2
filelock (🥈34 · ⭐ 500 · 📈) - A platform-independent file lock for Python. Unlicense
enaml (🥉27 · ⭐ 1.4K · 📈) - Declarative User Interfaces for Python. ❗Unlicensed
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Airflow (🥇46 · ⭐ 29K · 📉) - Platform to programmatically author, schedule, and monitor.. Apache-2
Prefect (🥇41 · ⭐ 11K · 📉) - The easiest way to coordinate your dataflow. Apache-2
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python-fire (🥈38 · ⭐ 23K · 📈) - Python Fire is a library for automatically generating.. Apache-2
traitlets (🥇38 · ⭐ 530 · 📈) - A lightweight Traits like module. BSD-3
PyTables (🥈36 · ⭐ 1.2K · 📈) - A Python package to manage extremely large amounts of data. BSD-3
piccolos (🥉28 · ⭐ 900 · 📈) - A fast, user friendly ORM and query builder which supports asyncio. MIT
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SQLAlchemy (🥇44 · ⭐ 6.4K · 📉) - The Database Toolkit for Python. MIT
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watchdog (🥈37 · ⭐ 5.6K · 📈) - Python library and shell utilities to monitor filesystem events. Apache-2
jsonpickle (🥈34 · ⭐ 1.1K · 📈) - Python library for serializing any arbitrary object graph into.. BSD-3
beaker (🥇30 · ⭐ 500 · 📈) - WSGI middleware for sessions and caching. BSD-3
whylogs (🥉29 · ⭐ 1.9K · 📈) - Open standard for end-to-end data and ML monitoring for any.. Apache-2
ubelt (🥉27 · ⭐ 640 · 📈) - A Python utility library with a stdlib like feel and extra.. Apache-2
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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.
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MongoEngine (🥈38 · ⭐ 3.9K · 📉) - A Python Object-Document-Mapper for working with MongoDB. MIT
python-dotenv (🥇37 · ⭐ 5.5K · 📉) - Reads key-value pairs from a .env file and can set them as.. BSD-3
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attrs (🥇41 · ⭐ 4.5K · 📈) - Python Classes Without Boilerplate. MIT
alembic (🥈38 · ⭐ 1.6K · 📈) - A database migrations tool for SQLAlchemy. MIT
toolz (🥈36 · ⭐ 4.1K · 📈) - A functional standard library for Python. BSD-3
Ibis (🥈36 · ⭐ 2.2K · 📈) - Expressive analytics in Python at any scale. Apache-2
pygsheets (🥈33 · ⭐ 1.4K · 📈) - Google Sheets Python API v4. 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.
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.
Airflow (🥇47 · ⭐ 29K · 📈) - Platform to programmatically author, schedule, and monitor.. Apache-2
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TaskTiger (🥉24 · ⭐ 1.2K · 📈) - Python task queue using Redis. MIT
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attrs (🥇40 · ⭐ 4.5K · 📉) - Python Classes Without Boilerplate. MIT
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Eel (🥈32 · ⭐ 5.3K · 📈) - A little Python library for making simple Electron-like HTML/JS GUI apps. MIT
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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.
Airflow (🥇41 · ⭐ 29K · 📉) - Platform to programmatically author, schedule, and monitor.. Apache-2
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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.
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docker (🥈42 · ⭐ 6K · 📉) - A Python library for the Docker Engine API. Apache-2
Airflow (🥇41 · ⭐ 28K · 📉) - Platform to programmatically author, schedule, and monitor.. Apache-2
filesystem_spec (🥇38 · ⭐ 500 · 📉) - A specification that python filesystems should adhere to. BSD-3
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cryptography (🥇45 · ⭐ 5.1K · 📈) - cryptography is a package designed to expose cryptographic.. BSD-3
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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.
Airflow (🥇43 · ⭐ 28K · 📉) - Platform to programmatically author, schedule, and monitor.. Apache-2
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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.
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.
pyparsing (🥇37 · ⭐ 1.7K · 📉) - Python library for creating PEG parsers. MIT
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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.
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.
cryptography (🥇44 · ⭐ 5.1K · 📈) - cryptography is a package designed to expose cryptographic.. BSD-3
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simplejson (🥈35 · ⭐ 1.5K · 📈) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT
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📉 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.
Celery (🥇44 · ⭐ 20K · 📉) - Asynchronous task queue/job queue based on distributed message passing. BSD-3
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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.
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.
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.
cryptography (🥇44 · ⭐ 5K · 📈) - cryptography is a package designed to expose cryptographic.. BSD-3
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.
cpython (🥇39 · ⭐ 48K · 📉) - The Python programming language. MIT
colorama (🥈35 · ⭐ 2.9K · 📉) - Simple cross-platform colored terminal text in Python. BSD-3
pyrsistent (🥇33 · ⭐ 1.8K · 📉) - Persistent/Immutable/Functional data structures for Python. MIT
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python-dotenv (🥇37 · ⭐ 5.3K · 📈) - Reads key-value pairs from a .env file and can set them as.. BSD-3
cloudpickle (🥈35 · ⭐ 1.2K · 📈) - Extended pickling support for Python objects. BSD-3
natsort (🥉29 · ⭐ 690 · 📈) - Simple yet flexible natural sorting in Python. MIT
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📉 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.
paramiko (🥈39 · ⭐ 7.9K · 📉) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1
cookiecutter (🥇38 · ⭐ 18K · 📉) - A cross-platform command-line utility that creates projects.. BSD-3
Dagster (🥈37 · ⭐ 5.4K · 📉) - An orchestration platform for the development, production, and.. Apache-2
keyring (🥉32 · ⭐ 900 · 📉) - Store and access your passwords safely. MIT
holidays (🥉30 · ⭐ 810 · 📉) - Generate and work with holidays in Python. MIT
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.
cpython (🥇40 · ⭐ 47K · 📈) - The Python programming language. MIT
deepdiff (🥇35 · ⭐ 1.4K · 📈) - DeepDiff: Deep Difference and search of any Python object/data... MIT
sqlmodel (🥉31 · ⭐ 8.3K · 📈) - SQL databases in Python, designed for simplicity,.. MITpydantic
path (🥉28 · ⭐ 1K · 📈) - Object-oriented file system path manipulation. MIT
dirty-equals (🥉20 · ⭐ 510 · 📈) - Doing dirty (but extremely useful) things with equals. 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.
kivy (🥇39 · ⭐ 15K · 📉) - Open source UI framework written in Python, running on Windows, Linux,.. MIT
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pyparsing (🥇38 · ⭐ 1.6K · 📈) - Python library for creating PEG parsers. MIT
traitlets (🥇36 · ⭐ 510 · 📈) - A lightweight Traits like module. BSD-3
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cookiecutter (🥇40 · ⭐ 18K · 📉) - A cross-platform command-line utility that creates projects.. BSD-3
h5py (🥇40 · ⭐ 1.8K · 📉) - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5.. BSD-3
cpython (🥇39 · ⭐ 47K · 📉) - The Python programming language. MIT
Dagster (🥇38 · ⭐ 5.3K · 📉) - An orchestration platform for the development, production, and.. Apache-2
cloudpickle (🥉33 · ⭐ 1.2K · 📉) - Extended pickling support for Python objects. BSD-3
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luigi (🥈38 · ⭐ 16K · 📈) - Luigi is a Python module that helps you build complex pipelines of.. Apache-2
pytz (🥈33 · ⭐ 220 · 📈) - pytz Python historical timezone library and database. MIT
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📉 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.
paramiko (🥈40 · ⭐ 7.8K · 📉) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1
arrow (🥈36 · ⭐ 8K · 📉) - Better dates & times for Python. Apache-2
deepdiff (🥇33 · ⭐ 1.4K · 📉) - Deep Difference and search of any Python object/data. MIT
cachetools (🥇32 · ⭐ 1.4K · 📉) - Extensible memoizing collections and decorators. MIT
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SQLAlchemy (🥇45 · ⭐ 5.8K · 📈) - The Database Toolkit for Python. MIT
attrs (🥇41 · ⭐ 4.4K · 📈) - Python Classes Without Boilerplate. MIT
Dagster (🥇39 · ⭐ 5.2K · 📈) - An orchestration platform for the development, production, and.. Apache-2
keyring (🥉34 · ⭐ 870 · 📈) - Store and access your passwords safely. 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.
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.
docker-compose (🥈43 · ⭐ 27K · 📈) - Define and run multi-container applications with Docker. Apache-2
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snorkel (🥈32 · ⭐ 5.2K · 📈) - A system for quickly generating training data with weak.. Apache-2
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📉 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.
cryptography (🥇43 · ⭐ 4.9K · 📉) - cryptography is a package designed to expose cryptographic.. BSD-3
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.
docker (🥈41 · ⭐ 5.9K · 📈) - A Python library for the Docker Engine API. Apache-2
Prefect (🥇40 · ⭐ 9.6K · 📈) - The easiest way to automate your data. Apache-2
attrs (🥇40 · ⭐ 4.3K · 📈) - Python Classes Without Boilerplate. MIT
MongoEngine (🥈39 · ⭐ 3.8K · 📈) - A Python Object-Document-Mapper for working with MongoDB. MIT
Databases (🥈32 · ⭐ 3K · 📈) - Async database support for Python. 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.
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.
Blaze (🥈31 · ⭐ 3.1K · 💀) - NumPy and Pandas interface to Big Data. 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.
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.
PyMySQL (🥈38 · ⭐ 7K · 📈) - Pure Python MySQL Client. MIT
kubernetes (🥈38 · ⭐ 5K · 📈) - Official Python client library for kubernetes. Apache-2
alembic (🥈38 · ⭐ 1.5K · 📈) - A database migrations tool for SQLAlchemy. MIT
SQLAlchemy-Utils (🥈37 · ⭐ 950 · 📈) - Various utility functions and datatypes for SQLAlchemy. BSD-3
csvkit (🥈32 · ⭐ 5K · 📈) - A suite of utilities for converting to and working with CSV, the king of.. 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.
docker (🥈39 · ⭐ 5.8K · 📉) - A Python library for the Docker Engine API. Apache-2
PyYAML (🥇36 · ⭐ 1.9K · 📉) - Canonical source repository for PyYAML. MIT
schedule (🥉34 · ⭐ 9.8K · 📉) - Python job scheduling for humans. MIT
Ibis (🥈33 · ⭐ 1.9K · 📉) - Expressive analytics in Python at any scale. Apache-2
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toolz (🥇35 · ⭐ 4K · 📈) - A functional standard library for Python. BSD-3
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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.
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.
luigi (🥇38 · ⭐ 16K · 📈) - Luigi is a Python module that helps you build complex pipelines of.. Apache-2
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gdown (🥈30 · ⭐ 2.1K · 📈) - Download a large file from Google Drive (curl/wget fails because of the.. MIT
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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.
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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.
pydantic (🥇43 · ⭐ 10K · 📈) - Data parsing and validation using Python type hints. MIT
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arrow (🥇38 · ⭐ 7.9K · 📈) - Better dates & times for Python. Apache-2
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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.
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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.
cookiecutter (🥇40 · ⭐ 17K · 📈) - A cross-platform command-line utility that creates projects.. BSD-3
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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.
attrs (🥇38 · ⭐ 4.3K · 📉) - Python Classes Without Boilerplate. MIT
AutoHarness is a tool that automatically generates fuzzing harnesses for you. This idea stems from a concurrent problem in fuzzing codebases today: large codebases have thousands of functions and pie
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