Education & Research
Core ML/DL frameworks and research tooling for learning and experimentation.
804 projects
See methodology for ranking rules; order uses public GitHub metrics within this scenario.
| Rank | Project | Stars | Forks | Updated | License |
|---|---|---|---|---|---|
| 41 |
self-llm
Open Source LLM Guide: Quick fine-tuning (full-parameter/Lora) and deployment of open-source LLMs/MLLMs on Linux, tailored for Chinese users. |
32.0K | 3.1K | 08/26/26 | Apache-2.0 |
| 42 |
HanLP
Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification |
36.5K | 10.9K | 11/15/25 | Apache-2.0 |
| 43 |
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2) |
43.7K | 14.7K | 07/26/24 | Other |
| 44 |
ailearning
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2 |
42.5K | 11.5K | 11/12/24 | Other |
| 45 |
Coursera-ML-AndrewNg-Notes
Personal notes for Andrew Ng's machine learning course |
37.6K | 11.2K | 08/25/25 | Other |
| 46 |
Hello-Python
Curso para aprender el lenguaje de programación Python desde cero y para principiantes. 100 clases, 44 horas en vídeo, código, proyectos y grupo de chat. Fundamentos, frontend, backend, testing, IA... |
37.2K | 2.3K | 08/11/25 | Apache-2.0 |
| 47 |
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code |
36.6K | 7.5K | 08/01/25 | Other |
| 48 |
cs249r_book
Machine Learning Systems |
28.1K | 3.5K | 08/29/26 | Other |
| 49 |
h4cker
A comprehensive open-source catalog of cybersecurity, AI security, and ethical hacking resources, tools, and training materials. |
29.2K | 5.3K | 08/15/26 | MIT |
| 50 |
system-design-academy
If you want to become good at AI engineering & system design, join this newsletter 👇 |
28.0K | 3.6K | 08/28/26 | Other |
| 51 |
30-Days-Of-React
30 Days of React challenge is a step by step guide to learn React in 30 days. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw |
27.5K | 7.7K | 08/27/26 | Other |
| 52 |
Hands-On-Large-Language-Models
Official code repo for the O'Reilly Book - "Hands-On Large Language Models" |
28.7K | 6.6K | 04/24/26 | Apache-2.0 |
| 53 |
paper-reading
Deep learning classic and new papers, paragraph-by-paragraph intensive reading. |
33.7K | 2.8K | 03/22/25 | Apache-2.0 |
| 54 |
pytudes
Python programs, usually short, of considerable difficulty, to perfect particular skills. |
24.4K | 2.5K | 08/28/26 | MIT |
| 55 |
GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems. |
24.0K | 4.0K | 08/28/26 | Other |
| 56 |
learnopencv
Learn OpenCV : C++ and Python Examples |
23.1K | 11.7K | 08/29/26 | Other |
| 57 |
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly. |
23.7K | 3.1K | 08/27/26 | Other |
| 58 |
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead. |
25.6K | 12.7K | 05/19/26 | Apache-2.0 |
| 59 |
llm-action
Share technical principles and practical experience of large models (engineering and application deployment). |
25.0K | 2.8K | 07/19/26 | Apache-2.0 |
| 60 |
pumpkin-book
Pumpkin Book: Detailed formula explanations for 'Machine Learning' (Watermelon Book) |
26.0K | 4.8K | 04/22/26 | Other |