machine learning

Top 100 active public non-fork repositories tagged machine-learning, ordered by stars.

Snapshot: 2026-10-31T12:19:22.904Z. Rankings use this list’s declared public metric; missing values sort last, ties use record ID, and Trending retains source order.

#1

Ranked by stars: 201,247

tensorflow/tensorflow

An Open Source Machine Learning Framework for Everyone

201247 stars · 78767 forks · C++

#2

Ranked by stars: 175,383

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 organization with complete privacy.

175383 stars · 22380 forks · HTML

#3

Ranked by stars: 168,391

huggingface/transformers

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

168391 stars · 35059 forks · Python

#4

Ranked by stars: 107,592

rasbt/LLMs-from-scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

107592 stars · 16604 forks · Jupyter Notebook

#5

Ranked by stars: 105,040

pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

105040 stars · 31899 forks · Python

#6

Ranked by stars: 91,895

microsoft/ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

91895 stars · 22799 forks · Jupyter Notebook

#7

Ranked by stars: 84,812

mlabonne/llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

84812 stars · 9864 forks · language not reported

#8

Ranked by stars: 84,407

Developer-Y/cs-video-courses

List of Computer Science courses with video lectures.

84407 stars · 11595 forks · language not reported

#9

Ranked by stars: 82,180

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。

82180 stars · 12470 forks · Python

#10

Ranked by stars: 81,231

netdata/netdata

The fastest path to AI-powered full stack observability, even for lean teams.

81231 stars · 6707 forks · Go

#11

Ranked by stars: 77,267

tesseract-ocr/tesseract

Tesseract Open Source OCR Engine (main repository)

77267 stars · 10880 forks · C++

#13

Ranked by stars: 75,255

binhnguyennus/awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

75255 stars · 7215 forks · language not reported

#14

Ranked by stars: 74,938

openbq-org/OpenBB

Open Data Platform for analysts, quants and AI agents.

74938 stars · 7817 forks · Python

#15

Ranked by stars: 70,396

microsoft/AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

70396 stars · 13688 forks · Jupyter Notebook

#16

Ranked by stars: 67,949

scikit-learn/scikit-learn

scikit-learn: machine learning in Python

67949 stars · 27611 forks · Python

#17

Ranked by stars: 67,616

labmlai/annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

67616 stars · 6779 forks · Python

#18

Ranked by stars: 64,405

keras-team/keras

Deep Learning for humans

64405 stars · 19814 forks · Python

#19

Ranked by stars: 63,003

ultralytics/ultralytics

Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

63003 stars · 11945 forks · Python

#20

Ranked by stars: 57,596

deepfakes/faceswap

Deepfakes Software For All

57596 stars · 13436 forks · Python

#21

Ranked by stars: 56,866

ageitgey/face_recognition

The world's simplest facial recognition api for Python and the command line

56866 stars · 13669 forks · Python

#23

Ranked by stars: 51,440

roboflow/supervision

We write your reusable computer vision tools. 💜

51440 stars · 4900 forks · Python

#24

Ranked by stars: 49,858

microsoft/qlib

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.

49858 stars · 7870 forks · Python

#25

Ranked by stars: 49,857

GokuMohandas/Made-With-ML

Learn how to develop, deploy and iterate on production-grade ML applications.

49857 stars · 7813 forks · Jupyter Notebook

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