the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

View the Project on GitHub ritchieng/the-incredible-pytorch


This is a curated list of tutorials, projects, libraries, videos, papers, books and anything related to the incredible PyTorch. Feel free to make a pull request to contribute to this list.

Tutorials

Visualization

Explainability

Object Detection

Long-Tailed / Out-of-Distribution Recognition

Energy-Based Learning

Missing Data

Optimization

Quantum Machine Learning

Neural Network Compression

Facial, Action and Pose Recognition

Super resolution

Voice

Medical

3D Segmentation, Classification and Regression

Video Recognition

Recurrent Neural Networks (RNNs)

Convolutional Neural Networks (CNNs)

Segmentation

Geometric Deep Learning: Graph & Irregular Structures

Sorting

Multi-task Learning

GANs, VAEs, and AEs

Unsupervised Learning

Adversarial Attacks

Style Transfer

Image Captioning

Transformers

Similarity Networks and Functions

Reasoning

General NLP

Question and Answering

Speech Generation and Recognition

Document and Text Classification

Text Generation

Translation

Sentiment Analysis

Deep Reinforcement Learning

Deep Bayesian Learning and Probabilistic Programmming

Anomaly Detection

Regression Types

Time Series

Neural Network General Improvements

DNN Applications in Chemistry and Physics

New Thinking on General Neural Network Architecture

To be Classified

Low Level Utilities

PyTorch Utilities

PyTorch Video Tutorials

Datasets

Community

Contributions

Do feel free to contribute!

You can raise an issue or submit a pull request, whichever is more convenient for you. The guideline is simple: just follow the format of the previous bullet point.