eracah

diffusion

streaming

A Data Streaming Library for Efficient Neural Network Training

mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

composer

Supercharge Your Model Training

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

world-models

Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

atari-representation-learning

Code for "Unsupervised State Representation Learning in Atari"

pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

myia

Myia prototyping

orion

Asynchronous Distributed Hyperparameter Optimization.

inferno

A utility library around PyTorch

tnt

A lightweight library for PyTorch training tools and utilities

nest-vae

PGM projects

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

tf_distri_cori

deep_learning_cosmology

Deep Learning on Cosmology Maps

dayabay-learn

Learning to Extract Features from the Daya Bay Reactor Neutrino Experiment

tensorflow

An Open Source Machine Learning Framework for Everyone

SparkInternals

Notes talking about the design and implementation of Apache Spark

h5spark

Supporting Hierarchical Data Format and Rich Parallel I/O Interface in Spark

Spearmint

Spearmint Bayesian optimization codebase