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Top 10 Most-Starred Machine Learning Projects on GitHub

The most popular open-source Machine Learning projects, ranked by GitHub stars.

  • Updated 1 h ago
  • 📏 Ranked by stars
  • 🔄 Refreshed every 6 hours
  • 📚 Source: GitHub

  1. tensorflow/tensorflow

    An Open Source Machine Learning Framework for Everyone

    201.3K ★

    No change

  2. f/prompts.chat

    f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organizat

    175.5K ★

    No change

  3. huggingface/transformers

    🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models,

    168.4K ★

    No change
  1. 4rasbt/LLMs-from-scratchImplement a ChatGPT-like LLM in PyTorch from scratch, step by step107.6K ★No change
  2. 5pytorch/pytorchTensors and Dynamic neural networks in Python with strong GPU acceleration105.1K ★No change
  3. 6microsoft/ML-For-Beginners12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all91.9K ★No change
  4. 7mlabonne/llm-courseCourse to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.84.8K ★No change
  5. 8Developer-Y/cs-video-coursesList of Computer Science courses with video lectures.84.5K ★No change
  6. 9d2l-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。82.2K ★No change
  7. 10netdata/netdataThe fastest path to AI-powered full stack observability, even for lean teams.81.2K ★No change
See the full top 50
  1. 11tesseract-ocr/tesseractTesseract Open Source OCR Engine (main repository)77.3K ★No change
  2. 12rohitg00/ai-engineering-from-scratchLearn AI Engineering! Learn it. Build it. Ship it for others.76.2K ★No change
  3. 13binhnguyennus/awesome-scalabilityThe Patterns of Scalable, Reliable, and Performant Large-Scale Systems75.3K ★No change
  4. 14openbq-org/OpenBBOpen Data Platform for analysts, quants and AI agents.75K ★No change
  5. 15microsoft/AI-For-Beginners12 Weeks, 24 Lessons, AI for All!70.4K ★No change
  6. 16scikit-learn/scikit-learnscikit-learn: machine learning in Python68K ★No change
  7. 17labmlai/annotated_deep_learning_paper_implementations🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedba67.6K ★No change
  8. 18keras-team/kerasDeep Learning for humans64.4K ★No change
  9. 19ultralytics/ultralyticsUltralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose esti63K ★No change
  10. 20deepfakes/faceswapDeepfakes Software For All57.6K ★No change
  11. 21ageitgey/face_recognitionThe world's simplest facial recognition api for Python and the command line56.9K ★No change
  12. 22Avik-Jain/100-Days-Of-ML-Code100 Days of ML Coding52K ★No change
  13. 23roboflow/supervisionWe write your reusable computer vision tools. 💜51.5K ★No change
  14. 24microsoft/qlibQlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing pr49.9K ★No change
  15. 25GokuMohandas/Made-With-MLLearn how to develop, deploy and iterate on production-grade ML applications.49.9K ★No change
  16. 26JuliaLang/juliaThe Julia Programming Language49.2K ★No change
  17. 27paperless-ngx/paperless-ngxA community-supported supercharged document management system: scan, index and archive all your documents47.5K ★No change
  18. 28apache/airflowApache Airflow - A platform to programmatically author, schedule, and monitor workflows47.3K ★No change
  19. 29streamlit/streamlitStreamlit — A faster way to build and share data apps.46.2K ★No change
  20. 30ray-project/rayRay is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.44.2K ★No change
  21. 31gradio-app/gradioBuild and share delightful machine learning apps, all in Python. 🌟 Star to support our work!44K ★No change
  22. 32aymericdamien/TensorFlow-ExamplesTensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)43.7K ★No change
  23. 33deepspeedai/DeepSpeedDeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.43.3K ★No change
  24. 34photoprism/photoprismAI-Powered Photos App 🌈💎✨40.4K ★No change
  25. 35patchy631/ai-engineering-hubIn-depth tutorials on LLMs, RAGs and real-world AI agent applications.40.2K ★No change
  26. 36google-research/google-researchGoogle Research39.1K ★No change
  27. 37fengdu78/Coursera-ML-AndrewNg-Notes吴恩达老师的机器学习课程个人笔记38.1K ★No change
  28. 38ItzCrazyKns/VaneVane is an AI-powered answering engine.38K ★No change
  29. 39ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code500 AI Machine learning Deep learning Computer vision NLP Projects with code37.6K ★No change
  30. 40google-ai-edge/mediapipeCross-platform, customizable ML solutions for live and streaming media.37.5K ★No change
  31. 41LAION-AI/Open-AssistantOpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically 37.4K ★No change
  32. 42qdrant/qdrantQdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud35.4K ★No change
  33. 43TheAlgorithms/C-Plus-PlusCollection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.34.8K ★No change
  34. 44BVLC/caffeCaffe: a fast open framework for deep learning.34.6K ★No change
  35. 45openai/CLIPCLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image34.6K ★No change
  36. 46CMU-Perceptual-Computing-Lab/openposeOpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation34.6K ★No change
  37. 47explosion/spaCy💫 Industrial-strength Natural Language Processing (NLP) in Python34K ★No change
  38. 48lutzroeder/netronVisualizer for neural network, deep learning and machine learning models33.6K ★No change
  39. 49Fincept-Corporation/FinceptTerminalFinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed f33.3K ★No change
  40. 50eriklindernoren/ML-From-ScratchMachine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aim33.2K ★No change

How this list is ranked

Repositories tagged with the GitHub topic "machine-learning", ranked by stargazer count via the GitHub search API.

Data from GitHub, refreshed every 6 hours. Arrows show how each entry moved since the previous update.

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