1.vinta / awesome-python
The definitive list that answers "I want to do X in Python, which tool should I use?"
+38,074 stars
from 293,734 · score 10.55
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
1–100 of 241 by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)
2.donnemartin / system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
+31,639 stars
from 344,807 · score 10.36
3.opendatalab / MinerU
Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.
+21,541 stars
from 61,406 · score 9.98
4.langgenius / dify
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.
+21,498 stars
from 138,673 · score 9.98
5.rasbt / LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
+16,606 stars
from 91,044 · score 9.72
6.Fincept-Corporation / FinceptTerminal
FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for interactive exploration and data-driven decision-making in a user-friendly environment.
+13,746 stars
from 19,603 · score 9.53
7.openbq-org / OpenBB
Open Data Platform for analysts, quants and AI agents.
+8,561 stars
from 66,438 · score 9.06
8.PostHog / posthog
:hedgehog: PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experiments, error tracking, logs, and more – capture all the context agents need to diagnose problems, uncover opportunities, and ship fixes. Steer it all from Slack, web, desktop, or the MCP.
+6,772 stars
from 33,809 · score 8.82
9.pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
+6,186 stars
from 98,884 · score 8.73
10.Significant-Gravitas / AutoGPT
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
+5,771 stars
from 182,088 · score 8.66
11.odoo / odoo
Odoo. Open Source Apps To Grow Your Business.
+5,384 stars
from 50,084 · score 8.59
12.bregman-arie / devops-exercises
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
+4,669 stars
from 81,649 · score 8.45
13.onyx-dot-app / onyx
Open Source AI Platform - AI Chat with advanced features that works with every LLM
+4,572 stars
from 28,580 · score 8.43
14.MemoriLabs / Memori
Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.
+3,582 stars
from 13,703 · score 8.18
15.e2b-dev / awesome-ai-agents
A list of AI autonomous agents
+3,377 stars
from 27,371 · score 8.13
16.NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
+3,264 stars
from 26,908 · score 8.09
17.NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
+3,193 stars
from 21,591 · score 8.07
18.NirDiamant / agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
+2,971 stars
from 18,835 · score 8.00
19.ryanoasis / nerd-fonts
Iconic font aggregator, collection, & patcher. 3,600+ icons, 50+ patched fonts: Hack, Source Code Pro, more. Glyph collections: Font Awesome, Material Design Icons, Octicons, & more
+2,648 stars
from 62,444 · score 7.88
20.getsentry / sentry
Developer-first error tracking and performance monitoring
+2,151 stars
from 43,544 · score 7.67
21.windmill-labs / windmill
Code-first platform for workflows, apps and AI agents, on the fastest self-hostable orchestrator (benchmarked against Airflow, Prefect and Temporal). Business teams build with AI, engineers control what ships. Open-source alternative to Lovable, Retool and n8n.
+2,102 stars
from 16,251 · score 7.65
22.sqlmapproject / sqlmap
Automatic SQL injection and database takeover tool
+1,809 stars
from 37,020 · score 7.50
23.nicolargo / glances
Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, macOS and Windows operating systems.
+1,675 stars
from 32,214 · score 7.42
24.AtsushiSakai / PythonRobotics
Python sample codes and textbook for robotics algorithms.
+1,596 stars
from 29,243 · score 7.38
25.numpy / numpy
The fundamental package for scientific computing with Python.
+1,516 stars
from 31,710 · score 7.32
26.d2l-ai / d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
+1,407 stars
from 28,575 · score 7.25
27.fail2ban / fail2ban
Daemon to ban hosts that cause multiple authentication errors
+1,364 stars
from 17,565 · score 7.22
28.airbytehq / airbyte
Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.
+1,213 stars
from 21,082 · score 7.10
29.kitao / pyxel
A retro game engine for Python
+1,166 stars
from 17,316 · score 7.06
30.DedSecInside / TorBot
Dark Web OSINT Tool
+1,155 stars
from 4,003 · score 7.05
31.NVIDIA / cutlass
CUDA Templates and Python DSLs for High-Performance Linear Algebra
+1,085 stars
from 9,599 · score 6.99
32.amnweb / yasb
A highly configurable Windows status bar written in Python.
+1,081 stars
from 4,650 · score 6.99
33.esphome / esphome
ESPHome is a system to control your ESP32, ESP8266, BK72xx, RP2040 by simple yet powerful configuration files and control them remotely through Home Automation systems.
+1,040 stars
from 10,961 · score 6.95
34.OpenShot / openshot-qt
OpenShot Video Editor is an award-winning free and open-source video editor for Linux, Mac, and Windows, and is dedicated to delivering high quality video editing and animation solutions to the world.
+1,034 stars
from 5,690 · score 6.94
35.vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
+1,003 stars
from 9,623 · score 6.91
36.CorentinJ / Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
+887 stars
from 59,336 · score 6.79
37.celery / celery
Distributed Task Queue (development branch)
+858 stars
from 28,259 · score 6.76
38.pathwaycom / pathway
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
+854 stars
from 61,173 · score 6.75
39.xbmc / xbmc
Kodi is an award-winning free and open source home theater/media center software and entertainment hub for digital media. With its beautiful interface and powerful skinning engine, it's available for Android, BSD, Linux, macOS, iOS, tvOS and Windows.
+823 stars
from 20,589 · score 6.71
40.fim-ai / fim-one
Source-available agent platform for Global × China enterprises — wire every system through one agent core. Self-hosted, any LLM.
+809 stars
from 777 · score 6.70
41.g1879 / DrissionPage
Python based web automation tool. Powerful and elegant.
+806 stars
from 11,749 · score 6.69
42.virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
+770 stars
from 14,236 · score 6.65
43.keephq / keep
The open-source AIOps and alert management platform
+769 stars
from 11,698 · score 6.65
44.donnemartin / interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
+717 stars
from 31,237 · score 6.58
45.borgbackup / borg
Deduplicating archiver with compression and authenticated encryption.
+702 stars
from 13,198 · score 6.56
46.isl-org / Open3D
Open3D: A Modern Library for 3D Data Processing
+673 stars
from 13,493 · score 6.51
47.fastai / fastbook
The fastai book, published as Jupyter Notebooks
+655 stars
from 24,789 · score 6.49
48.apachecn / ailearning
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
+645 stars
from 41,970 · score 6.47
49.fortra / impacket
Impacket is a collection of Python classes for working with network protocols.
+639 stars
from 15,576 · score 6.46
50.micropython / micropython
MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems
+629 stars
from 21,548 · score 6.45
51.localstack / localstackArchived
💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
+607 stars
from 64,518 · score 6.41
52.HypothesisWorks / hypothesis
The property-based testing library for Python
+576 stars
from 8,554 · score 6.36
53.networkx / networkx
Network Analysis in Python
+565 stars
from 16,815 · score 6.34
54.jobbole / awesome-python-cn
Python资源大全中文版，包括：Web框架、网络爬虫、模板引擎、数据库、数据可视化、图片处理等，由「开源前哨」和「Python开发者」微信公号团队维护更新。
+535 stars
from 30,147 · score 6.28
55.ricequant / rqalpha
A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities
+534 stars
from 6,313 · score 6.28
56.sympy / sympy
A computer algebra system written in pure Python
+530 stars
from 14,526 · score 6.27
57.PipedreamHQ / pipedream
Connect APIs, remarkably fast. Free for developers.
+510 stars
from 11,257 · score 6.24
58.python-pillow / Pillow
Python Imaging Library (fork)
+494 stars
from 13,462 · score 6.20
59.volatilityfoundation / volatility3
Volatility 3.0 development
+490 stars
from 4,069 · score 6.20
60.donnemartin / data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
+472 stars
from 28,914 · score 6.16
61.rougier / scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
+467 stars
from 11,199 · score 6.15
62.Gallopsled / pwntools
CTF framework and exploit development library
+457 stars
from 13,347 · score 6.13
63.SFTtech / openage
Clone of the Age of Empires II engine 🚀
+451 stars
from 14,130 · score 6.11
64.python / mypy
Optional static typing for Python
+449 stars
from 20,267 · score 6.11
65.assimp / assimp
The official Open-Asset-Importer-Library Repository. Loads 40+ 3D-file-formats into one unified and clean data structure.
+448 stars
from 12,851 · score 6.11
66.realpython / python-guide
Python best practices guidebook, written for humans.
+425 stars
from 29,453 · score 6.05
67.certbot / certbot
Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol.
+424 stars
from 32,883 · score 6.05
68.tqdm / tqdm
:zap: A Fast, Extensible Progress Bar for Python and CLI
+418 stars
from 30,956 · score 6.04
69.encode / django-rest-framework
Web APIs for Django. 🎸
+405 stars
from 29,821 · score 6.01
70.py-pdf / pypdf
A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files
+377 stars
from 9,905 · score 5.93
71.DetachHead / basedpyright
pyright fork with various type checking improvements, improved vscode support and pylance features built into the language server
+376 stars
from 3,266 · score 5.93
72.sphinx-doc / sphinx
The Sphinx documentation generator
+327 stars
from 7,759 · score 5.79
73.onionshare / onionshare
Securely and anonymously share files, host websites, and chat with friends using the Tor network
+319 stars
from 6,886 · score 5.77
74.ansible / awx
AWX provides a web-based user interface, REST API, and task engine built on top of Ansible. It is one of the upstream projects for Red Hat Ansible Automation Platform.
+307 stars
from 15,309 · score 5.73
75.pybind / pybind11
Seamless operability between C++11 and Python
+299 stars
from 17,727 · score 5.70
76.pyca / cryptography
cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.
+289 stars
from 7,543 · score 5.67
77.caprover / caprover
Scalable PaaS (automated Docker+nginx) - aka Heroku on Steroids
+286 stars
from 14,909 · score 5.66
78.Tencent / MMKV
An efficient, small mobile key-value storage framework developed by WeChat. Works on Android, iOS, macOS, Windows, POSIX, and OHOS.
+279 stars
from 18,491 · score 5.63
79.azl397985856 / leetcode
LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)
+278 stars
from 55,434 · score 5.63
80.biopython / biopython
Official git repository for Biopython (originally converted from CVS)
+268 stars
from 4,984 · score 5.59
81.Slicer / Slicer
Multi-platform, free open source software for visualization and image computing.
+268 stars
from 2,427 · score 5.59
82.Yorko / mlcourse.ai
Open Machine Learning Course
+263 stars
from 10,510 · score 5.58
83.threat9 / routersploit
Exploitation Framework for Embedded Devices
+262 stars
from 13,018 · score 5.57
84.pymc-devs / pymc
Bayesian Modeling and Probabilistic Programming in Python
+262 stars
from 9,565 · score 5.57
85.pyinstaller / pyinstaller
Freeze (package) Python programs into stand-alone executables
+247 stars
from 12,892 · score 5.51
86.hynek / structlog
Simple, powerful, and fast logging for Python.
+243 stars
from 4,742 · score 5.50
87.kedro-org / kedro
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
+240 stars
from 10,800 · score 5.48
88.zubanls / zuban
Python Type Checker / Language Server
+219 stars
from 1,011 · score 5.39
89.benoitc / gunicorn
gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.
+210 stars
from 10,508 · score 5.35
90.commixproject / commix
Automated Αll-in-One OS command injection exploitation tool.
+208 stars
from 5,690 · score 5.34
91.dashingsoft / pyarmor
A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
+203 stars
from 5,021 · score 5.32
92.canonical / cloud-init
Official upstream for the cloud-init: cloud instance initialization
+193 stars
from 3,658 · score 5.27
93.conda / conda
A system-level, binary package and environment manager running on all major operating systems and platforms.
+192 stars
from 7,356 · score 5.26
94.Tencent / BqLog
A lightweight, high-performance, industrial-grade cross-language logging library (C++/Java/C#/Kotlin/TS/Python/Go), battle-tested in Honor of Kings.
+188 stars
from 530 · score 5.24
95.pretix / pretix
Ticket shop application for conferences, festivals, concerts, tech events, shows, exhibitions, workshops, barcamps, etc.
+181 stars
from 2,378 · score 5.20
96.kanaka / mal
mal - Make a Lisp
+179 stars
from 10,576 · score 5.19
97.pyload / pyload
The free and open-source Download Manager written in pure Python
+177 stars
from 3,728 · score 5.18
98.panda3d / panda3d
Powerful, mature open-source cross-platform game engine for Python and C++, developed by Disney and CMU
+175 stars
from 5,088 · score 5.17
99.google / python-fire
Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
+168 stars
from 28,059 · score 5.13
100.Dav1dde / glad
Multi-Language Vulkan/GL/GLES/EGL/GLX/WGL Loader-Generator based on the official specs.
+165 stars
from 4,462 · score 5.11