Education & Research
Core ML/DL frameworks and research tooling for learning and experimentation.
940 projects
See methodology for ranking rules; order uses public GitHub metrics within this scenario.
| Rank | Project | Stars | Forks | Updated | License |
|---|---|---|---|---|---|
| 701 |
Getting-Things-Done-with-Pytorch
Practical PyTorch tutorials for solving real-world ML and DL problems across NLP, computer vision, and time series. |
2.5K | 642 | 06/30/24 | Apache-2.0 |
| 702 |
Prompt-Engineering-Guide-Chinese
Prompt Engineering Guide in Chinese, based on English version, with added AIGC prompt section for easier learning. |
1.4K | 146 | 09/14/24 | MIT |
| 703 |
computer-vision-in-action
A computer vision closed-loop learning platform where code can be run interactively online. 学习闭环《计算机视觉实战演练:算法与应用》中文电子书、源码、读者交流社区(持续更新中 ...) 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页 |
2.9K | 404 | 05/27/24 | Other |
| 704 |
iris
Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%. |
900 | 94 | 10/14/24 | GPL-3.0 |
| 705 |
toolformer-pytorch
Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI |
2.1K | 132 | 07/22/24 | MIT |
| 706 |
ML-Notebooks
:fire: Machine Learning Notebooks |
3.4K | 538 | 04/09/24 | Apache-2.0 |
| 707 |
awesome-phd-advice
Collection of advice for prospective and current PhD students |
2.2K | 162 | 07/10/24 | MIT |
| 708 |
PathPlanning
Common used path planning algorithms with animations. |
9.3K | 1.8K | 02/06/23 | MIT |
| 709 |
ml-pen-and-paper-exercises
Pen and paper exercises in machine learning |
2.7K | 235 | 05/21/24 | Other |
| 710 |
PyTorch-Tutorial
Build your neural network easy and fast, 莫烦Python中文教学 |
8.5K | 3.1K | 03/23/23 | MIT |
| 711 |
scikit-learn-videos
Jupyter notebooks from the scikit-learn video series |
3.8K | 2.5K | 03/05/24 | Other |
| 712 |
keras-rl
Deep Reinforcement Learning for Keras. |
5.5K | 1.3K | 09/17/23 | MIT |
| 713 |
serverless-ml-course
Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features |
684 | 298 | 09/24/24 | Other |
| 714 |
Code-LMs
Guide to using pre-trained large language models of source code |
1.8K | 261 | 07/07/24 | MIT |
| 715 |
theMLbook
The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book. |
2.0K | 590 | 06/27/24 | MIT |
| 716 |
MachineLearningStocks
Using python and scikit-learn to make stock predictions |
2.0K | 538 | 06/17/24 | MIT |
| 717 |
daily-paper-computer-vision
Daily curated papers on computer vision, deep learning, and machine learning. |
6.8K | 1.3K | 07/08/23 | Other |
| 718 |
sha256-animation
Animation of the SHA-256 hash function in your terminal. |
3.4K | 168 | 03/06/24 | MIT |
| 719 |
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101 |
5.5K | 5.3K | 06/27/23 | MIT |
| 720 |
nlp-zero-to-hero
NLP Zero to Hero in just 10 Kernels |
598 | 89 | 09/22/24 | MIT |