Education & Research
Core ML/DL frameworks and research tooling for learning and experimentation.
916 projects
See methodology for ranking rules; order uses public GitHub metrics within this scenario.
| Rank | Project | Stars | Forks | Updated | License |
|---|---|---|---|---|---|
| 621 |
tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook |
6.2K | 2.4K | 05/23/24 | MIT |
| 622 |
rag-time
RAG Time: A 5-week Learning Journey to Mastering RAG |
899 | 320 | 06/17/25 | MIT |
| 623 |
street-fighter-ai
This is an AI agent for Street Fighter II Champion Edition. |
6.5K | 1.4K | 05/14/24 | Apache-2.0 |
| 624 |
LLM-quickstart
Quick Start for Large Language Models (Theoretical Learning and Practical Fine-tuning) 大语言模型快速入门（理论学习与微调实战） |
1.1K | 589 | 06/09/25 | Apache-2.0 |
| 625 |
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。 |
19.5K | 5.4K | 10/14/21 | Apache-2.0 |
| 626 |
Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites |
5.0K | 498 | 07/30/24 | Other |
| 627 |
Prompt4ReasoningPapers
[ACL 2023] Reasoning with Language Model Prompting: A Survey |
1.0K | 68 | 05/21/25 | MIT |
| 628 |
Text_Classification
Text Classification Algorithms: A Survey |
1.8K | 538 | 04/01/25 | MIT |
| 629 |
courses
This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI) |
6.5K | 597 | 04/22/24 | Other |
| 630 |
cracking-the-data-science-interview
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep |
4.8K | 1.2K | 08/31/24 | Other |
| 631 |
dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann. |
5.2K | 2.2K | 07/25/24 | Other |
| 632 |
cnn-explainer
Learning Convolutional Neural Networks with Interactive Visualization. |
9.0K | 1.3K | 10/14/23 | MIT |
| 633 |
awesome-ml-courses
Awesome free machine learning and AI courses with video lectures. |
3.1K | 319 | 12/12/24 | Other |
| 634 |
openai-quickstart
A comprehensive guide to understanding and implementing large language models with hands-on examples using LangChain for GenAI applications. |
1.8K | 1.2K | 03/08/25 | Apache-2.0 |
| 635 |
Interview
Interview = Resume Guide + Algorithm Problems + Common Interview Questions + Source Code Analysis |
9.0K | 2.1K | 10/20/23 | Other |
| 636 |
EffectivePyTorch
PyTorch tutorials and best practices. |
1.7K | 173 | 03/24/25 | Other |
| 637 |
LLM-Finetune
大语言模型微调，Qwen2VL、Qwen2、GLM4指令微调 |
657 | 81 | 05/26/25 | Other |
| 638 |
Neural-Network-Architecture-Diagrams
Diagrams for visualizing neural network architecture |
1.2K | 527 | 04/12/25 | MIT |
| 639 |
rag-zero-to-hero-guide
Comprehensive guide to learn RAG from basics to advanced. |
1.4K | 347 | 03/29/25 | Apache-2.0 |
| 640 |
course22
The fast.ai course notebooks |
3.7K | 1.3K | 10/08/24 | Other |