Sealbook / Open source / Machine learning & data science

Top open-source machine learning & data science on GitHub

4,679 repositories with 1,000+ stars, ranked by stars. Leading: openclaw, tensorflow, stable-diffusion-webui.

	Repository	Stars	Language	License	Activity
1	openclaw/openclawThe AI that really does things. Any OS. Any Platform. The lobster way. 🦞	★ 392.4k	TypeScript	MIT	Active
2	tensorflow/tensorflowAn Open Source Machine Learning Framework for Everyone	★ 201.1k	C++	Apache-2.0	Active
3	AUTOMATIC1111/stable-diffusion-webuiStable Diffusion web UI	★ 165.1k	Python	AGPL-3.0	Slowing
4	Comfy-Org/ComfyUIThe most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. The fastest local inference engine in the w	★ 138.4k	Python	GPL-3.0	Active
5	openai/whisperRobust Speech Recognition via Large-Scale Weak Supervision	★ 110.8k	Python	MIT	Active
6	pytorch/pytorchTensors and Dynamic neural networks in Python with strong GPU acceleration	★ 104.8k	Python	Other	Active
7	hacksider/Deep-Live-Camreal time face swap and one-click video deepfake with only a single image	★ 97.1k	Python	AGPL-3.0	Active
8	odysseus-dev/odysseusSelf-hosted AI workspace.	★ 93.9k	Python	AGPL-3.0	Active
9	opencv/opencvOpen Source Computer Vision Library	★ 91.2k	C++	Apache-2.0	Active
10	pbakaus/impeccableThe design language that makes your AI harness better at design.	★ 82.6k	Rust	Apache-2.0	Active
11	d2l-ai/d2l-zh《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。	★ 81.9k	Python	Apache-2.0	Stale
12	tensorflow/modelsModels and examples built with TensorFlow	★ 77.6k	Python	Other	Active
13	tesseract-ocr/tesseractTesseract Open Source OCR Engine (main repository)	★ 77.1k	C++	Apache-2.0	Active
14	Asabeneh/30-Days-Of-PythonThe 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may	★ 76.5k	Python	—	Active
15	apache/supersetApache Superset is a Data Visualization and Data Exploration Platform	★ 75.2k	Python	Apache-2.0	Active
16	debpalash/VoiceStudioVoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription &	★ 74.8k	Python	AGPL-3.0	Active
17	openbq-org/OpenBBOpen Data Platform for analysts, quants and AI agents.	★ 74.4k	Python	Other	Active
18	CompVis/stable-diffusionA latent text-to-image diffusion model	★ 73.5k	Jupyter Notebook	Other	Stale
19	Fission-AI/OpenSpecSpec-driven development (SDD) for AI coding assistants.	★ 72.3k	TypeScript	MIT	Active
20	microsoft/AI-For-Beginners12 Weeks, 24 Lessons, AI for All!	★ 69.9k	Jupyter Notebook	MIT	Active
21	scikit-learn/scikit-learnscikit-learn: machine learning in Python	★ 67.7k	Python	BSD-3-Clause	Active
22	labmlai/annotated_deep_learning_paper_implementations🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback,	★ 67.6k	Python	MIT	Slowing
23	keras-team/kerasDeep Learning for humans	★ 64.4k	Python	Apache-2.0	Active
24	virattt/ai-hedge-fundAn AI Hedge Fund Team	★ 64.1k	Python	MIT	Active
25	jingyaogong/minimind🧠 Train a 64M-parameter LLM from scratch in just 2h!	★ 63.9k	Python	Apache-2.0	Active
26	RVC-Boss/GPT-SoVITS1 min voice data can also be used to train a good TTS model! (few shot voice cloning)	★ 63.1k	Python	MIT	Active
27	ultralytics/ultralyticsUltralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose esti	★ 62.6k	Python	AGPL-3.0	Active
28	CorentinJ/Real-Time-Voice-CloningClone a voice in 5 seconds to generate arbitrary speech in real-time	★ 60.2k	Python	Other	Slowing
29	ultralytics/yolov5Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.	★ 58.2k	Python	AGPL-3.0	Active
30	jamiepine/voiceboxThe open-source AI voice studio. Clone, dictate, create.	★ 57.9k	Python	MIT	Active
31	deepfakes/faceswapDeepfakes Software For All	★ 57.6k	Python	GPL-3.0	Active
32	ageitgey/face_recognitionThe world's simplest facial recognition api for Python and the command line	★ 56.8k	Python	MIT	Slowing
33	microsoft/VibeVoiceOpen-Source Frontier Voice AI	★ 54.9k	Python	MIT	Active
34	bmad-code-org/BMAD-METHODBreakthrough Method for Agile Ai Driven Development	★ 54.3k	Python	Other	Active
35	roboflow/supervisionWe write your reusable computer vision tools. 💜	★ 51.2k	Python	MIT	Active
36	justjavac/wechat-miniapp-radar:traffic_light:小程序雷达：AI 驱动的小程序技术选型、趋势追踪和迁移诊断工具	★ 51.2k	TypeScript	GPL-3.0	Active
37	jakevdp/PythonDataScienceHandbookPython Data Science Handbook: full text in Jupyter Notebooks	★ 50.2k	Jupyter Notebook	MIT	Stale
38	pandas-dev/pandasFlexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, st	★ 50.2k	Python	BSD-3-Clause	Active
39	GokuMohandas/Made-With-MLLearn how to develop, deploy and iterate on production-grade ML applications.	★ 49.8k	Jupyter Notebook	MIT	Slowing
40	microsoft/qlibQlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing pr	★ 49.5k	Python	MIT	Active
41	JuliaLang/juliaThe Julia Programming Language	★ 49.2k	Julia	MIT	Active
42	SimplifyJobs/Summer2027-InternshipsSummer 2027 software engineering, data science, AI, quant, product management, and hardware internship postings. Updated daily by Simplify a	★ 48k	Python	—	Active
43	exo-explore/exoRun frontier AI locally.	★ 48k	Python	Apache-2.0	Active
44	apache/airflowApache Airflow - A platform to programmatically author, schedule, and monitor workflows	★ 47.2k	Python	Apache-2.0	Active
45	coqui-ai/TTS🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production	★ 46.1k	Python	MPL-2.0	Stale
46	streamlit/streamlitStreamlit — A faster way to build and share data apps.	★ 46k	Python	Apache-2.0	Active
47	gradio-app/gradioBuild and share delightful machine learning apps, all in Python. 🌟 Star to support our work!	★ 43.8k	Python	Apache-2.0	Active
48	deepspeedai/DeepSpeedDeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.	★ 43.2k	Python	Apache-2.0	Active
49	apachecn/ailearningAiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2	★ 42.6k	Python	Other	Stale
50	666ghj/BettaFish微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。	★ 42.5k	Python	GPL-2.0	Active