Efficiently computes derivatives of numpy code.
List of summer schools in machine learning + related fields across the globe
TensorFlow - A curated list of dedicated resources http://tensorflow.org
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
A Keras implementation of CapsNet in Hinton's paper Dynamic Routing Between Capsules
Unsupervised Disentanglement Representation Learning in Chainer
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Code for our paper "Hamiltonian Neural Networks"
PyTorch Implementation of InfoGAN
Code, exercises and tutorials of my personal blog ! 📝
Magenta: Music and Art Generation with Machine Intelligence
Matplotlib tutorial for beginner
Natural Language Processing Tasks and References
A curated list of techniques to avoid posterior collapse
All Algorithms implemented in Python
This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.