1.vinta / awesome-python
The definitive list that answers "I want to do X in Python, which tool should I use?"
+20,950 stars
from 310,858 · score 9.95
Trending repositories
Ranked by Attention Score: stars gained over the last 90 complete days
1–100 of 242 by Attention Score · Aug 5, 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.
+16,679 stars
from 359,767 · score 9.72
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.
+9,707 stars
from 150,464 · score 9.18
4.rasbt / LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
+7,617 stars
from 100,033 · score 8.94
5.opendatalab / MinerU
Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.
+6,665 stars
from 76,282 · score 8.80
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.
+4,019 stars
from 29,330 · score 8.30
7.openbq-org / OpenBB
Open Data Platform for analysts, quants and AI agents.
+3,960 stars
from 71,039 · score 8.28
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.
+3,341 stars
from 37,240 · score 8.11
9.pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
+3,330 stars
from 101,740 · score 8.11
10.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
+2,995 stars
from 83,323 · score 8.01
11.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.
+2,925 stars
from 184,934 · score 7.98
12.odoo / odoo
Odoo. Open Source Apps To Grow Your Business.
+2,207 stars
from 53,261 · score 7.70
13.onyx-dot-app / onyx
Open Source AI Platform - AI Chat with advanced features that works with every LLM
+1,985 stars
from 31,167 · score 7.59
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.
+1,811 stars
from 15,474 · score 7.50
15.e2b-dev / awesome-ai-agents
A list of AI autonomous agents
+1,635 stars
from 29,113 · score 7.40
16.NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
+1,353 stars
from 28,819 · score 7.21
17.getsentry / sentry
Developer-first error tracking and performance monitoring
+1,351 stars
from 44,344 · score 7.21
18.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
+1,344 stars
from 63,748 · score 7.20
19.NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
+1,269 stars
from 23,515 · score 7.15
20.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.
+995 stars
from 17,358 · score 6.90
21.kitao / pyxel
A retro game engine for Python
+911 stars
from 17,571 · score 6.82
22.sqlmapproject / sqlmap
Automatic SQL injection and database takeover tool
+859 stars
from 37,970 · score 6.76
23.numpy / numpy
The fundamental package for scientific computing with Python.
+859 stars
from 32,367 · score 6.76
24.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.
+781 stars
from 29,201 · score 6.66
25.nicolargo / glances
Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, macOS and Windows operating systems.
+767 stars
from 33,122 · score 6.64
26.fail2ban / fail2ban
Daemon to ban hosts that cause multiple authentication errors
+701 stars
from 18,228 · score 6.55
27.AtsushiSakai / PythonRobotics
Python sample codes and textbook for robotics algorithms.
+688 stars
from 30,151 · score 6.54
28.DedSecInside / TorBot
Dark Web OSINT Tool
+688 stars
from 4,470 · score 6.54
29.NirDiamant / agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
+669 stars
from 21,137 · score 6.51
30.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.
+621 stars
from 6,103 · score 6.43
31.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.
+565 stars
from 21,730 · score 6.34
32.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.
+536 stars
from 11,465 · score 6.29
33.NVIDIA / cutlass
CUDA Templates and Python DSLs for High-Performance Linear Algebra
+535 stars
from 10,149 · score 6.28
34.amnweb / yasb
A highly configurable Windows status bar written in Python.
+519 stars
from 5,212 · score 6.25
35.vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
+451 stars
from 10,175 · score 6.11
36.celery / celery
Distributed Task Queue (development branch)
+445 stars
from 28,672 · score 6.10
37.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.
+439 stars
from 20,973 · score 6.09
38.borgbackup / borg
Deduplicating archiver with compression and authenticated encryption.
+363 stars
from 13,537 · score 5.90
39.donnemartin / interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
+360 stars
from 31,594 · score 5.89
40.CorentinJ / Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
+358 stars
from 59,865 · score 5.88
41.keephq / keep
The open-source AIOps and alert management platform
+352 stars
from 12,115 · score 5.87
42.isl-org / Open3D
Open3D: A Modern Library for 3D Data Processing
+342 stars
from 13,824 · score 5.84
43.fastai / fastbook
The fastai book, published as Jupyter Notebooks
+331 stars
from 25,113 · score 5.81
44.HypothesisWorks / hypothesis
The property-based testing library for Python
+317 stars
from 8,813 · score 5.76
45.g1879 / DrissionPage
Python based web automation tool. Powerful and elegant.
+311 stars
from 12,244 · score 5.74
46.fortra / impacket
Impacket is a collection of Python classes for working with network protocols.
+308 stars
from 15,907 · score 5.73
47.apachecn / ailearning
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
+303 stars
from 42,312 · score 5.72
48.rougier / scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
+290 stars
from 11,376 · score 5.67
49.volatilityfoundation / volatility3
Volatility 3.0 development
+278 stars
from 4,281 · score 5.63
50.micropython / micropython
MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems
+273 stars
from 21,904 · score 5.61
51.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。
+268 stars
from 30,414 · score 5.59
52.python-pillow / Pillow
Python Imaging Library (fork)
+267 stars
from 13,689 · score 5.59
53.sympy / sympy
A computer algebra system written in pure Python
+260 stars
from 14,796 · score 5.56
54.networkx / networkx
Network Analysis in Python
+256 stars
from 17,124 · score 5.55
55.SFTtech / openage
Clone of the Age of Empires II engine 🚀
+253 stars
from 14,328 · score 5.54
56.pathwaycom / pathway
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
+238 stars
from 61,789 · score 5.48
57.ricequant / rqalpha
A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities
+231 stars
from 6,616 · score 5.45
58.assimp / assimp
The official Open-Asset-Importer-Library Repository. Loads 40+ 3D-file-formats into one unified and clean data structure.
+218 stars
from 13,081 · score 5.39
59.Gallopsled / pwntools
CTF framework and exploit development library
+208 stars
from 13,596 · score 5.34
60.realpython / python-guide
Python best practices guidebook, written for humans.
+205 stars
from 29,673 · score 5.33
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.
+203 stars
from 33,104 · score 5.32
62.python / mypy
Optional static typing for Python
+201 stars
from 20,515 · score 5.31
63.encode / django-rest-framework
Web APIs for Django. 🎸
+200 stars
from 30,026 · score 5.30
64.PipedreamHQ / pipedream
Connect APIs, remarkably fast. Free for developers.
+199 stars
from 11,568 · score 5.30
65.fim-ai / fim-one
Source-available agent platform for Global × China enterprises — wire every system through one agent core. Self-hosted, any LLM.
+197 stars
from 1,389 · score 5.29
66.onionshare / onionshare
Securely and anonymously share files, host websites, and chat with friends using the Tor network
+192 stars
from 7,013 · score 5.26
67.tqdm / tqdm
:zap: A Fast, Extensible Progress Bar for Python and CLI
+188 stars
from 31,186 · score 5.24
68.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.
+166 stars
from 29,220 · score 5.12
69.py-pdf / pypdf
A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files
+166 stars
from 10,116 · score 5.12
70.pyca / cryptography
cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.
+162 stars
from 7,670 · score 5.09
71.localstack / localstackArchived
💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
+157 stars
from 64,968 · score 5.06
72.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.
+154 stars
from 564 · score 5.04
73.sphinx-doc / sphinx
The Sphinx documentation generator
+150 stars
from 7,936 · score 5.02
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.
+149 stars
from 15,467 · score 5.01
75.DetachHead / basedpyright
pyright fork with various type checking improvements, improved vscode support and pylance features built into the language server
+145 stars
from 3,497 · score 4.98
76.pymc-devs / pymc
Bayesian Modeling and Probabilistic Programming in Python
+144 stars
from 9,683 · score 4.98
77.Slicer / Slicer
Multi-platform, free open source software for visualization and image computing.
+135 stars
from 2,560 · score 4.91
78.virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
+129 stars
from 14,877 · score 4.87
79.caprover / caprover
Scalable PaaS (automated Docker+nginx) - aka Heroku on Steroids
+128 stars
from 15,067 · score 4.86
80.pyinstaller / pyinstaller
Freeze (package) Python programs into stand-alone executables
+121 stars
from 13,018 · score 4.80
81.threat9 / routersploit
Exploitation Framework for Embedded Devices
+120 stars
from 13,160 · score 4.80
82.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.
+117 stars
from 10,923 · score 4.77
83.commixproject / commix
Automated Αll-in-One OS command injection exploitation tool.
+117 stars
from 5,781 · score 4.77
84.biopython / biopython
Official git repository for Biopython (originally converted from CVS)
+115 stars
from 5,137 · score 4.75
85.Yorko / mlcourse.ai
Open Machine Learning Course
+112 stars
from 10,661 · score 4.73
86.benoitc / gunicorn
gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.
+109 stars
from 10,609 · score 4.70
87.Tencent / MMKV
An efficient, small mobile key-value storage framework developed by WeChat. Works on Android, iOS, macOS, Windows, POSIX, and OHOS.
+108 stars
from 18,662 · score 4.69
88.azl397985856 / leetcode
LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)
+106 stars
from 55,606 · score 4.67
89.pybind / pybind11
Seamless operability between C++11 and Python
+100 stars
from 17,926 · score 4.62
90.pyload / pyload
The free and open-source Download Manager written in pure Python
+95 stars
from 3,810 · score 4.56
91.dashingsoft / pyarmor
A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
+91 stars
from 5,133 · score 4.52
92.zubanls / zuban
Python Type Checker / Language Server
+91 stars
from 1,139 · score 4.52
93.pretix / pretix
Ticket shop application for conferences, festivals, concerts, tech events, shows, exhibitions, workshops, barcamps, etc.
+90 stars
from 2,469 · score 4.51
94.hynek / structlog
Simple, powerful, and fast logging for Python.
+87 stars
from 4,898 · score 4.48
95.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.
+87 stars
from 1,305 · score 4.48
96.canonical / cloud-init
Official upstream for the cloud-init: cloud instance initialization
+85 stars
from 3,766 · score 4.45
97.conda / conda
A system-level, binary package and environment manager running on all major operating systems and platforms.
+81 stars
from 7,467 · score 4.41
98.kanaka / mal
mal - Make a Lisp
+80 stars
from 10,675 · score 4.39
99.Dav1dde / glad
Multi-Language Vulkan/GL/GLES/EGL/GLX/WGL Loader-Generator based on the official specs.
+80 stars
from 4,547 · score 4.39
100.panda3d / panda3d
Powerful, mature open-source cross-platform game engine for Python and C++, developed by Disney and CMU
+77 stars
from 5,186 · score 4.36