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 |
|---|---|---|---|---|---|
| 941 |
papers-with-annotations
Research papers with annotations, illustrations and explanations |
826 | 75 | 04/10/21 | MIT |
| 942 |
Reinforcement-Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning |
4.7K | 670 | 06/30/20 | MIT |
| 943 |
PRMLT
Matlab code of machine learning algorithms in book PRML |
6.2K | 2.1K | 03/04/20 | MIT |
| 944 |
Deep-Learning
💻 Hands-on Deep Learning: Handwritten Digit Recognition, Discuz CAPTCHA Recognition, Garbage Classification, Semantic Segmentation |
2.4K | 989 | 11/22/20 | Other |
| 945 |
vvedenie-mashinnoe-obuchenie
:memo: Подборка ресурсов по машинному обучению |
1.5K | 321 | 01/12/21 | Other |
| 946 |
benchmark_results
Visual Tracking Paper List |
3.9K | 1.0K | 07/20/20 | Other |
| 947 |
papers
Summaries of machine learning papers |
2.5K | 432 | 10/29/20 | Other |
| 948 |
deep-learning-book
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python" |
2.8K | 739 | 10/02/20 | Other |
| 949 |
Basic4AI
Summary of basic AI knowledge: machine learning, deep learning, NLP, etc. |
560 | 86 | 02/23/21 | Other |
| 950 |
ai-study
Comprehensive AI learning resources: ML, DL, CV, NLP, recommender systems, speech recognition, GNN, and algorithm engineer interview questions. |
693 | 87 | 01/31/21 | Other |
| 951 |
dlcv_for_beginners
Companion code for 'Deep Learning and Computer Vision' |
1.5K | 629 | 11/30/20 | BSD-3-Clause |
| 952 |
pytorch-original-transformer
My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models. |
1.1K | 188 | 12/27/20 | MIT |
| 953 |
nlp-in-practice
Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more. |
1.2K | 784 | 12/02/20 | Other |
| 954 |
Coursera
Quiz & Assignment of Coursera |
934 | 659 | 12/20/20 | Other |
| 955 |
DeepInterests
Deeply interesting. |
2.3K | 404 | 08/20/20 | Other |
| 956 |
AILearners
AI learning resources: roadmaps, tutorials, and practical notes on machine learning, deep learning, NLP, computer vision, and algorithms, including Machine Learning in Action, Sword Finger Offer, cs231n, cs131, Andrew Ng's Machine Learning, cs224n, and Python NLP in Action. |
702 | 149 | 11/14/20 | Apache-2.0 |
| 957 |
OmniNet
Official Pytorch implementation of "OmniNet: A unified architecture for multi-modal multi-task learning" | Authors: Subhojeet Pramanik, Priyanka Agrawal, Aman Hussain |
514 | 59 | 10/31/20 | Apache-2.0 |
| 958 |
nlp
:memo: This repository recorded my NLP journey. |
1.1K | 318 | 08/29/20 | Other |
| 959 |
nlp-library
curated collection of papers for the nlp practitioner 📖👩🔬 |
1.1K | 90 | 08/05/20 | Other |
| 960 |
python-is-cool
Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more. |
3.7K | 569 | 12/27/19 | Other |