rwightman

pytorch-dpn-pretrained

Dual Path Networks (DPN) supporting pretrained weights converted from original MXNet implementation

pytorch-nips2017-attack-example

A PyTorch baseline attack example for the NIPS 2017 adversarial competition

pytorch-pommerman-rl

PyTorch RL for Pommerman

pytorch-planet-amazon

PyTorch models and training code for 'Planet: Understanding the Amazon from Space' Kaggle

pytorch-pretrained-gluonresnet

Well trained MXNet Gluon Model Zoo ResNet/ResNeXt/SE-ResNeXt ported to PyTorch

pytorch-nips2017-adversarial

NIPS 2017 Adversarial Competition in PyTorch

py-lmdb

Universal Python binding for the LMDB 'Lightning' Database

pytorch-opensim-rl

PyTorch based Reinforcement Learning for OpenSim Prosthetics and Learning to Run environments

pytorch-commands

Some PyTorch code for the Kaggle Speech Recognition Challenge

tensorflow

Computation using data flow graphs for scalable machine learning

pytorch-countception-sealion

Pytorch implementation of Count-ception and custom CNN counting models for Kaggle Sea Lion Count challenge

pytorch-nips2017-defense-example

A PyTorch baseline defense example for the NIPS 2017 adversarial competition

tensorflow-models

Models built with TensorFlow

tensorflow-speech_commands

Speech commands training/models from TF repo adapted for speech commands Kaggle

tensorflow-models-slim

Filtered research/slim folder from tensorflow models repository. With experiments and additions.

ariac-workspace

Docker based setup for experimenting with ARIAC ROS setup

DensePose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

M4-methods

Includes the source code of the methods which participated in the M4 Competition

obstacle-tower-pytorch-a2c-ppo

PPO/A2C in PyTorch for the Obstacle Tower Challenge

playground

PlayGround: AI Research into Multi-Agent Learning.

pytorch-docker

Dockerfile definitions with matching Docker Hub images for PyTorch

capnproto

Cap'n Proto serialization/RPC system

ELF

An End-To-End, Lightweight and Flexible Platform for Game Research

harmonicConvolutions

Deep Translation and Rotation Equivariance

libwebm

Mirror only. Please do not send pull requests.

pytorch-a2c-ppo-acktr

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).

pytorch-cdiscount

cleverhans

A library for benchmarking vulnerability to adversarial examples

NeuralNetwork-Examples

The same small networks implemented in different frameworks

pixel-cnn

Python3 / Tensorflow implementation of PixelCNN++, as described in "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"