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 |
|---|---|---|---|---|---|
| 861 |
hmtl
🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP |
1.2K | 146 | 08/01/23 | MIT |
| 862 |
self-driving-car
Udacity Self-Driving Car Engineer Nanodegree projects. |
2.9K | 1.4K | 03/28/23 | Other |
| 863 |
ml-surveys
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc. |
2.9K | 292 | 03/17/23 | MIT |
| 864 |
basic_reinforcement_learning
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials. |
1.2K | 368 | 07/14/23 | GPL-3.0 |
| 865 |
ChatGPT-Prompt-Engineering-for-Developers-in-Chinese
《面向开发者的 ChatGPT 提示词工程》非官方版中英双语字幕 Unofficial subtitles of "ChatGPT Prompt Engineering for Developers" |
2.1K | 253 | 05/08/23 | Other |
| 866 |
pet
This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference" |
1.6K | 281 | 06/12/23 | Apache-2.0 |
| 867 |
UnifiedSKG
[EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models |
566 | 60 | 08/22/23 | Apache-2.0 |
| 868 |
Transformers-Recipe
🧠 A study guide to learn about Transformers |
1.6K | 163 | 06/03/23 | Other |
| 869 |
datacamp-python-data-science-track
All the slides, accompanying code and exercises all stored in this repo. 🎈 |
903 | 526 | 07/17/23 | MIT |
| 870 |
Papers-Literature-ML-DL-RL-AI
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning |
2.9K | 804 | 02/18/23 | MIT |
| 871 |
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code |
4.4K | 2.4K | 10/27/22 | MIT |
| 872 |
DataScience_ArtificialIntelligence_Utils
Examples of Data Science projects and Artificial Intelligence use-cases |
559 | 291 | 07/25/23 | Other |
| 873 |
memorizing-transformers-pytorch
Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate nearest neighbors, in Pytorch |
646 | 49 | 07/17/23 | MIT |
| 874 |
deepschool.io
Deep Learning tutorials in jupyter notebooks. |
1.8K | 503 | 03/25/23 | Other |
| 875 |
hate-speech-and-offensive-language
Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017 |
848 | 329 | 06/12/23 | MIT |
| 876 |
PyTorchNLPBook
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L |
2.1K | 807 | 03/12/23 | Apache-2.0 |
| 877 |
NLP-Tutorials
Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com |
952 | 316 | 05/22/23 | MIT |
| 878 |
NumPyCNN
Building Convolutional Neural Networks From Scratch using NumPy |
600 | 186 | 06/19/23 | Other |
| 879 |
CaptainBlackboard
Captain's summaries and shares on machine learning, computer vision, and engineering technology. |
1.3K | 200 | 04/28/23 | MIT |
| 880 |
NLP_pytorch_project
Embedding, NMT, Text_Classification, Text_Generation, NER etc. |
567 | 121 | 06/12/23 | Other |