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alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-rl

Reinforcement learning resources curated

caltech-learning-from-data

Caltech - Learning From Data

capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

cs231n.github.io

Public facing notes page

cs231n_assignment

deep-learning-object-detection-links.

Object detectors based on DL (from: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html )

deep-neuroevolution

Deep Neuroevolution

deeprl

Highly modularized implementation of popular deep RL algorithms by PyTorch

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dpp

Detail Preserving Pooling

faceswap

Non official project based on original /r/Deepfakes thread. Many thanks to him!

fast-rcnn

Fast R-CNN

faster_rcnn

Faster R-CNN

models

Models and examples built with TensorFlow

non-local_pytorch

Implementation of Non-local Block.

numerical-tours

Numerical Tours of Signal Processing

paper-implementations

Use PyTorch to implement some classic frameworks

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-generative-adversarial-networks

A very simple generative adversarial network (GAN) in PyTorch

pytorch_tutorial

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python implementation of Reinforcement Learning: An Introduction

spp_net

SPP_net : Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

torchvision

video-nonlocal-net

Non-local Neural Networks for Video Classification

visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.