Education & Research
Core ML/DL frameworks and research tooling for learning and experimentation.
1.0K projects
See methodology for ranking rules; order uses public GitHub metrics within this scenario.
| Rank | Project | Stars | Forks | Updated | License |
|---|---|---|---|---|---|
| 961 |
HsuanTienLin_MachineLearning
Comprehensive notes and resources for Hsuan-Tien Lin's Machine Learning Foundations and Techniques courses. |
2.8K | 841 | 03/01/20 | Other |
| 962 |
TensorFlow-and-DeepLearning-Tutorial
A TensorFlow & Deep Learning online course I taught in 2016 |
2.3K | 606 | 03/22/20 | Other |
| 963 |
NeuralDialogPapers
Summary of deep learning models for dialog systems (Tiancheng Zhao LTI, CMU) |
643 | 132 | 07/08/20 | Other |
| 964 |
DeepLearningNotes
Hand-written notes for the Deep Learning book (the flower book) |
503 | 91 | 07/11/20 | Other |
| 965 |
Awesome-PyTorch-Chinese
The most comprehensive collection of PyTorch learning resources |
4.8K | 826 | 08/14/19 | MIT |
| 966 |
stanford-cs-221-artificial-intelligence
VIP cheatsheets for Stanford's CS 221 Artificial Intelligence |
3.0K | 565 | 12/17/19 | MIT |
| 967 |
nlp-tutorial
A list of NLP(Natural Language Processing) tutorials |
1.4K | 262 | 04/01/20 | MIT |
| 968 |
Deep-Learning-For-Hackers
Practical machine learning tutorials with TensorFlow 2 and Keras, covering time series, NLP, computer vision, and deployment. |
1.1K | 434 | 04/23/20 | MIT |
| 969 |
nlp_overview
Overview of Modern Deep Learning Techniques Applied to Natural Language Processing |
1.3K | 197 | 03/25/20 | MIT |
| 970 |
Deep-Learning-with-PyTorch-Tutorials
Deep Learning with PyTorch Tutorial: Source Code and PPT |
3.1K | 1.3K | 11/17/19 | Other |
| 971 |
image-to-image-papers
🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating) |
1.1K | 153 | 03/20/20 | MIT |
| 972 |
DeepNLP-models-Pytorch
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ) |
2.9K | 638 | 10/15/19 | MIT |
| 973 |
deeplearning-guide
An evolving guide to learning Deep Learning effectively. |
712 | 129 | 03/06/20 | Other |
| 974 |
attention-networks-for-classification
Hierarchical Attention Networks for Document Classification in PyTorch |
606 | 130 | 03/04/20 | Other |
| 975 |
Girls-In-AI
免费学代码系列:小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战 |
3.4K | 496 | 07/05/19 | Other |
| 976 |
tensorflow-docs
TensorFlow 最新官方文档中文版 |
3.8K | 462 | 04/17/19 | Other |
| 977 |
machine-learning-interview
Summary of machine learning interview questions for algorithm engineers. |
1.7K | 217 | 09/26/19 | Other |
| 978 |
naacl_transfer_learning_tutorial
Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA |
725 | 120 | 10/16/19 | MIT |
| 979 |
books
整理一些书籍 ,包含 C&C++ 、git 、Java、Keras 、Linux 、NLP 、Python 、Scala 、TensorFlow 、大数据 、推荐系统、数据库、数据挖掘 、机器学习 、深度学习 、算法等。 |
1.2K | 320 | 09/01/19 | Apache-2.0 |
| 980 |
papers
:paperclip: Summaries of papers on deep learning |
571 | 120 | 10/13/19 | Other |