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 |
|---|---|---|---|---|---|
| 101 |
fastbook
The fastai book, published as Jupyter Notebooks |
25.2K | 9.5K | 08/16/24 | Other |
| 102 |
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. |
29.3K | 8.0K | 03/20/24 | Other |
| 103 |
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks. |
23.0K | 3.6K | 07/28/24 | MIT |
| 104 |
learn-harness-engineering
Harness engineering beginner tutorial, from 0 to 1 |
14.5K | 1.4K | 08/26/26 | MIT |
| 105 |
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers |
32.5K | 8.2K | 08/15/23 | MIT |
| 106 |
leaked-system-prompts
Collection of leaked system prompts |
14.9K | 2.1K | 06/20/26 | Other |
| 107 |
llm-universe
本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/ |
13.9K | 1.4K | 08/27/26 | Other |
| 108 |
ML-NLP
Knowledge points and code implementations for ML, DL, and NLP interviews, essential for algorithm engineers. |
17.8K | 4.6K | 01/09/26 | Other |
| 109 |
ccf-deadlines
⏰ Agenticly track worldwide conference deadlines (Website, Python Cli, Wechat Applet) |
9.3K | 620 | 08/27/26 | MIT |
| 110 |
llm_interview_note
Mainly records knowledge and interview questions for LLM algorithm (application) engineers. |
15.0K | 1.5K | 06/14/26 | Other |
| 111 |
Foundations-of-LLMs
A book for Learning the Foundations of LLMs |
17.8K | 1.7K | 12/12/25 | Other |
| 112 |
C
Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes. |
22.4K | 4.8K | 08/07/24 | GPL-3.0 |
| 113 |
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch. |
12.6K | 2.2K | 07/22/26 | MIT |
| 114 |
OpenMythos
A theoretical reconstruction of the Claude Mythos architecture, built from first principles using the available research literature. |
14.9K | 3.3K | 05/23/26 | MIT |
| 115 |
AI-Papers-of-the-Week
🔥Highlighting the top ML papers every week. |
13.1K | 826 | 08/24/26 | Other |
| 116 |
AISystem
AI system covering AI chips, compilers, inference/training frameworks, and full-stack underlying technologies. |
17.7K | 2.5K | 09/03/25 | Apache-2.0 |
| 117 |
agents
Repo for the Complete Agentic AI Engineering Course |
6.1K | 5.2K | 08/29/26 | MIT |
| 118 |
aimoneyhunter
The Ultimate Guide to Making Money with AI Side Hustles: Learn how to leverage AI for some cool side gigs and rake in some extra cash. Check out the English version for more insights. |
18.0K | 1.7K | 10/20/25 | Other |
| 119 |
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!! |
12.9K | 3.0K | 08/22/26 | Other |
| 120 |
Qix
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang |
15.2K | 4.6K | 03/30/26 | Other |