Education & Research
Core ML/DL frameworks and research tooling for learning and experimentation.
925 projects
See methodology for ranking rules; order uses public GitHub metrics within this scenario.
| Rank | Project | Stars | Forks | Updated | License |
|---|---|---|---|---|---|
| 641 |
LLM-Finetune
大语言模型微调，Qwen2VL、Qwen2、GLM4指令微调 |
657 | 81 | 05/26/25 | Other |
| 642 |
Neural-Network-Architecture-Diagrams
Diagrams for visualizing neural network architecture |
1.2K | 527 | 04/12/25 | MIT |
| 643 |
rag-zero-to-hero-guide
Comprehensive guide to learn RAG from basics to advanced. |
1.4K | 347 | 03/29/25 | Apache-2.0 |
| 644 |
course22
The fast.ai course notebooks |
3.7K | 1.3K | 10/08/24 | Other |
| 645 |
nlp
By Douge: An open-source NLP introductory book |
2.5K | 561 | 01/06/25 | Other |
| 646 |
d2l-pytorch
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch. |
4.4K | 1.2K | 07/25/24 | Apache-2.0 |
| 647 |
overcooked_ai
A benchmark environment for fully cooperative human-AI performance. |
998 | 226 | 03/22/25 | MIT |
| 648 |
Awesome-Knowledge-Distillation-of-LLMs
This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs. |
1.3K | 73 | 03/09/25 | Other |
| 649 |
awesome-DeepLearning
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI |
3.6K | 860 | 07/25/24 | Apache-2.0 |
| 650 |
CUDA-120-DAYS--CHALLENGE
A 120-day CUDA learning plan covering daily concepts, exercises, pitfalls, and references (including “Programming Massively Parallel Processors”). Features six capstone projects to solidify GPU parallel programming, memory management, and performance optimization skills. |
958 | 118 | 03/29/25 | MIT |
| 651 |
ml-glossary
Machine learning glossary |
3.1K | 730 | 08/08/24 | MIT |
| 652 |
awesome-graph-transformer
Papers about graph transformers. |
927 | 73 | 03/19/25 | Other |
| 653 |
Awesome-Language-Model-on-Graphs
A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE) |
999 | 69 | 03/02/25 | MIT |
| 654 |
Tensor-Puzzles
Solve puzzles. Improve your pytorch. |
4.3K | 395 | 07/15/24 | MIT |
| 655 |
free-ai-tips
Free AI-Tips is a FREE Newsletter provided by Business Science. It comes with bite-sized Python AI for Business tutorials every week. Sign up here: |
648 | 103 | 04/03/25 | Other |
| 656 |
Resources-for-preparation-Of-Placements
Lecture video links for preparation of Placements |
3.8K | 908 | 08/06/24 | MIT |
| 657 |
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book` |
10.6K | 1.6K | 04/15/23 | Other |
| 658 |
train-deepseek-r1
Building DeepSeek R1 from Scratch |
793 | 135 | 03/21/25 | MIT |
| 659 |
machine_learning_basics
Plain python implementations of basic machine learning algorithms |
4.4K | 833 | 06/27/24 | MIT |
| 660 |
transformers-code
手把手带你实战 Huggingface Transformers 课程视频同步更新在B站与YouTube |
4.1K | 520 | 07/15/24 | Other |