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pytorch-dense-correspondence

Code for "Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation"

pytorch-fpn

Feature Pyramid Networks in PyTorch

pytorch-made

MADE (Masked Autoencoder Density Estimation) implementation in PyTorch

pytorch-pfn-extras

Supplementary components to accelerate research and development in PyTorch

pytorch-qrnn

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

pytorch-uniwavenet

pytorch-yolov2

Train YOLOv2 with PyTorch [still in progress]

pytorch-zssr

PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learning

pytorch_kronecker_product

Fast PyTorch implementation of the kronecker product for 2D matrices inside the autograd framework.

pytorch_notebooks

tutorial notebooks

qpsolvers

Wrapper around QP solvers in Python with a unified API

qpth

A fast and differentiable QP solver for PyTorch.

random-network-distillation

Code for the paper "Exploration by Random Network Distillation"

rcnn-text-classification

Recurrent Conventinal NN Text Classification for chainer

reactor

Transatomic reactor design documentation

real-time-voice-cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

realistic-ssl-evaluation

Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"

recurrent-entity-networks

TensorFlow implementation of "Tracking the World State with Recurrent Entity Networks".

relational-networks

Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research

reproducing-wann

Reporducing a Weight Agnostic Neural Networks paper.

rigl

End-to-end training of sparse deep neural networks with little-to-no performance loss.

rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

rlkit

Collection of reinforcement learning algorithms

roboinstruct-2

Train a robot to see the environment and autonomously perform different tasks

robust_loss_pytorch

A pytorch port of google-research/google-research/robust_loss/

robust_model_colab

robust_representations

Code for "Learning Perceptually-Aligned Representations via Adversarial Robustness"

robustness_applications

Notebooks for reproducing the paper "Computer Vision with a Single (Robust) Classifier"

robustness_lib