1.vinta / awesome-python
The definitive list that answers "I want to do X in Python, which tool should I use?"
+7,471 stars
from 324,337 · score 8.92
Trending repositories
Ranked by Attention Score: stars gained over the last 30 complete days
1–100 of 213 by Attention Score · Oct 4, 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.
+3,966 stars
from 372,480 · score 8.29
3.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.
+2,887 stars
from 157,284 · score 7.97
4.opendatalab / MinerU
Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.
+2,057 stars
from 80,890 · score 7.63
5.rasbt / LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
+1,835 stars
from 105,815 · score 7.52
6.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
+1,635 stars
from 84,683 · score 7.40
7.pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
+1,543 stars
from 103,527 · score 7.34
8.openbq-org / OpenBB
Open Data Platform for analysts, quants and AI agents.
+1,290 stars
from 73,709 · score 7.16
9.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.
+1,266 stars
from 32,083 · score 7.14
10.onyx-dot-app / onyx
Open Source AI Platform - AI Chat with advanced features that works with every LLM
+923 stars
from 32,229 · score 6.83
11.odoo / odoo
Odoo. Open Source Apps To Grow Your Business.
+734 stars
from 54,734 · score 6.60
12.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.
+692 stars
from 187,167 · score 6.54
13.NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
+551 stars
from 29,621 · score 6.31
14.e2b-dev / awesome-ai-agents
A list of AI autonomous agents
+539 stars
from 30,209 · score 6.29
15.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.
+531 stars
from 40,050 · score 6.28
16.getsentry / sentry
Developer-first error tracking and performance monitoring
+501 stars
from 45,194 · score 6.22
17.TrenTorch / TrenTorch
Don't memorize ML. Understand it from first principles including Inference, Cuda, Deep Learning, Data Science and Reinforcement Learning
+432 stars
from 332 · score 6.07
18.numpy / numpy
The fundamental package for scientific computing with Python.
+358 stars
from 32,868 · score 5.88
19.NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
+357 stars
from 24,427 · score 5.88
20.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
+353 stars
from 64,739 · score 5.87
21.NirDiamant / agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
+307 stars
from 21,499 · score 5.73
22.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.
+295 stars
from 18,058 · score 5.69
23.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.
+287 stars
from 16,998 · score 5.66
24.sqlmapproject / sqlmap
Automatic SQL injection and database takeover tool
+274 stars
from 38,555 · score 5.62
25.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.
+255 stars
from 29,727 · score 5.55
26.fail2ban / fail2ban
Daemon to ban hosts that cause multiple authentication errors
+246 stars
from 18,683 · score 5.51
27.AtsushiSakai / PythonRobotics
Python sample codes and textbook for robotics algorithms.
+243 stars
from 30,596 · score 5.50
28.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.
+239 stars
from 11,762 · score 5.48
29.celery / celery
Distributed Task Queue (development branch)
+220 stars
from 28,897 · score 5.40
30.nicolargo / glances
Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, macOS and Windows operating systems.
+192 stars
from 33,697 · score 5.26
31.DedSecInside / TorBot
Dark Web OSINT Tool
+183 stars
from 4,975 · score 5.21
32.NVIDIA / cutlass
CUDA Templates and Python DSLs for High-Performance Linear Algebra
+172 stars
from 10,512 · score 5.15
33.amnweb / yasb
A highly configurable Windows status bar written in Python.
+161 stars
from 5,570 · score 5.09
34.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.
+156 stars
from 21,256 · score 5.06
35.vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
+151 stars
from 10,475 · score 5.02
36.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.
+150 stars
from 22,145 · score 5.02
37.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.
+148 stars
from 6,576 · score 5.00
38.isl-org / Open3D
Open3D: A Modern Library for 3D Data Processing
+142 stars
from 14,024 · score 4.96
39.CorentinJ / Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
+120 stars
from 60,103 · score 4.80
40.SFTtech / openage
Clone of the Age of Empires II engine 🚀
+117 stars
from 14,464 · score 4.77
41.kitao / pyxel
A retro game engine for Python
+111 stars
from 18,371 · score 4.72
42.volatilityfoundation / volatility3
Volatility 3.0 development
+110 stars
from 4,449 · score 4.71
43.keephq / keep
The open-source AIOps and alert management platform
+109 stars
from 12,358 · score 4.70
44.onionshare / onionshare
Securely and anonymously share files, host websites, and chat with friends using the Tor network
+105 stars
from 7,100 · score 4.66
45.borgbackup / borg
Deduplicating archiver with compression and authenticated encryption.
+103 stars
from 13,797 · score 4.64
46.fastai / fastbook
The fastai book, published as Jupyter Notebooks
+101 stars
from 25,343 · score 4.62
47.python-pillow / Pillow
Python Imaging Library (fork)
+95 stars
from 13,861 · score 4.56
48.HypothesisWorks / hypothesis
The property-based testing library for Python
+94 stars
from 9,036 · score 4.55
49.fortra / impacket
Impacket is a collection of Python classes for working with network protocols.
+90 stars
from 16,125 · score 4.51
50.apachecn / ailearning
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
+89 stars
from 42,526 · score 4.50
51.donnemartin / interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
+85 stars
from 31,869 · score 4.45
52.g1879 / DrissionPage
Python based web automation tool. Powerful and elegant.
+84 stars
from 12,471 · score 4.44
53.sympy / sympy
A computer algebra system written in pure Python
+83 stars
from 14,973 · score 4.43
54.rougier / scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
+83 stars
from 11,583 · score 4.43
55.networkx / networkx
Network Analysis in Python
+82 stars
from 17,298 · score 4.42
56.micropython / micropython
MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems
+80 stars
from 22,097 · score 4.39
57.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。
+76 stars
from 30,606 · score 4.34
58.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.
+76 stars
from 642 · score 4.34
59.python / mypy
Optional static typing for Python
+71 stars
from 20,645 · score 4.28
60.Gallopsled / pwntools
CTF framework and exploit development library
+70 stars
from 13,734 · score 4.26
61.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.
+67 stars
from 33,240 · score 4.22
62.assimp / assimp
The official Open-Asset-Importer-Library Repository. Loads 40+ 3D-file-formats into one unified and clean data structure.
+66 stars
from 13,233 · score 4.20
63.encode / django-rest-framework
Web APIs for Django. 🎸
+58 stars
from 30,168 · score 4.08
64.Slicer / Slicer
Multi-platform, free open source software for visualization and image computing.
+53 stars
from 2,642 · score 3.99
65.realpython / python-guide
Python best practices guidebook, written for humans.
+52 stars
from 29,826 · score 3.97
66.PipedreamHQ / pipedream
Connect APIs, remarkably fast. Free for developers.
+52 stars
from 11,715 · score 3.97
67.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.
+51 stars
from 15,565 · score 3.95
68.py-pdf / pypdf
A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files
+50 stars
from 10,232 · score 3.93
69.ricequant / rqalpha
A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities
+48 stars
from 6,799 · score 3.89
70.tqdm / tqdm
:zap: A Fast, Extensible Progress Bar for Python and CLI
+47 stars
from 31,327 · score 3.87
71.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.
+46 stars
from 29,340 · score 3.85
72.sphinx-doc / sphinx
The Sphinx documentation generator
+44 stars
from 8,042 · score 3.81
73.Yorko / mlcourse.ai
Open Machine Learning Course
+43 stars
from 10,730 · score 3.78
74.pyca / cryptography
cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.
+42 stars
from 7,790 · score 3.76
75.pymc-devs / pymc
Bayesian Modeling and Probabilistic Programming in Python
+41 stars
from 9,786 · score 3.74
76.localstack / localstackArchived
💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
+40 stars
from 65,085 · score 3.71
77.commixproject / commix
Automated Αll-in-One OS command injection exploitation tool.
+38 stars
from 5,860 · score 3.66
78.biopython / biopython
Official git repository for Biopython (originally converted from CVS)
+37 stars
from 5,215 · score 3.64
79.pyinstaller / pyinstaller
Freeze (package) Python programs into stand-alone executables
+36 stars
from 13,103 · score 3.61
80.caprover / caprover
Scalable PaaS (automated Docker+nginx) - aka Heroku on Steroids
+35 stars
from 15,160 · score 3.58
81.benoitc / gunicorn
gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.
+34 stars
from 10,684 · score 3.56
82.threat9 / routersploit
Exploitation Framework for Embedded Devices
+32 stars
from 13,248 · score 3.50
83.pyload / pyload
The free and open-source Download Manager written in pure Python
+32 stars
from 3,873 · score 3.50
84.panda3d / panda3d
Powerful, mature open-source cross-platform game engine for Python and C++, developed by Disney and CMU
+31 stars
from 5,232 · score 3.47
85.pretix / pretix
Ticket shop application for conferences, festivals, concerts, tech events, shows, exhibitions, workshops, barcamps, etc.
+31 stars
from 2,528 · score 3.47
86.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.
+30 stars
from 11,010 · score 3.43
87.scikit-image / scikit-image
Image processing in Python
+30 stars
from 6,599 · score 3.43
88.conda / conda
A system-level, binary package and environment manager running on all major operating systems and platforms.
+29 stars
from 7,519 · score 3.40
89.DetachHead / basedpyright
pyright fork with various type checking improvements, improved vscode support and pylance features built into the language server
+29 stars
from 3,613 · score 3.40
90.canonical / cloud-init
Official upstream for the cloud-init: cloud instance initialization
+27 stars
from 3,824 · score 3.33
91.Tencent / MMKV
An efficient, small mobile key-value storage framework developed by WeChat. Works on Android, iOS, macOS, Windows, POSIX, and OHOS.
+26 stars
from 18,744 · score 3.30
92.ckan / ckan
CKAN is an open-source DMS (data management system) for powering data hubs and data portals. CKAN makes it easy to publish, share and use data. It powers catalog.data.gov, open.canada.ca/data, data.humdata.org among many other sites.
+26 stars
from 5,124 · score 3.30
93.python-trio / trio
Trio – a friendly Python library for async concurrency and I/O
+25 stars
from 7,335 · score 3.26
94.Baekalfen / PyBoy
Game Boy emulator written in Python
+25 stars
from 5,209 · score 3.26
95.azl397985856 / leetcode
LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)
+24 stars
from 55,688 · score 3.22
96.virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
+24 stars
from 14,982 · score 3.22
97.fim-ai / fim-one
Source-available agent platform for Global × China enterprises — wire every system through one agent core. Self-hosted, any LLM.
+24 stars
from 1,562 · score 3.22
98.KratosMultiphysics / Kratos
Kratos Multiphysics (A.K.A Kratos) is a framework for building parallel multi-disciplinary simulation software. Modularity, extensibility and HPC are the main objectives. Kratos has BSD license and is written in C++ with extensive Python interface.
+24 stars
from 1,368 · score 3.22
99.kanaka / mal
mal - Make a Lisp
+23 stars
from 10,732 · score 3.18
100.python / typeshed
Collection of library stubs for Python, with static types
+23 stars
from 5,123 · score 3.18