### Examples

Awesome PyTorch Scholarship Resources

A list of awesome PyTorch scholarship articles, guides, blogs, courses and other resources.

OpenAI Spinning Up

An educational resource to help anyone learn deep reinforcement learning.

Saltie

Rocket League Distributed Deep Reinforcement Learning Bot

ModelChimp

Experiment tracking for machine and deep learning projects

yannpp

Educational implementation of CNN in pure C++

### Toolsets

deVoReaNN

A virtual reality environment for physically assembling deep learning models to solve data science problems.

TensorSpace

Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js

### Models

Extended Isolation Forest

Extended Isolation Forest for Anomaly Detection

Variational Discriminator Bottleneck

Implementation (with some experimentation) of the paper titled “Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow”

UIS-RNN

This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.

### Libraries

einops

Deep learning operations rethinked (supports tf, pytorch, chainer, gluon and others)

Pixyz

a library for developing deep generative models in a more concise, intuitive and extendable way

eo-learn

eo-learn acts as a bridge between Earth observation/Remote sensing field and Python ecosystem for data science and machine learning

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.