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a3c-pytorch

PyTorch implementation of Advantage async actor-critic Algorithms (A3C) in PyTorch

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

animegan

A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.

attention-networks-for-classification

Hierarchical Attention Networks for Document Classification in PyTorch

awesome

:sunglasses: Curated list of awesome lists

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-deep-learning-papers

The most cited deep learning papers

awesome-deep-learning-resources

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully.

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

bigbatch

Code used to generate the results appearing in "Train longer, generalize better: closing the generalization gap in large batch training of neural networks"

chainer-seqgan

implementation of SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

coderreader

conll15st-v12-multi-parser

CoNLL 2015 experiments involving deep intermediate multi-task learning in Keras

conll16st-v20-multi-classifier

CoNLL 2016 experiments involving deep intermediate multi-task learning in Keras

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

crnn

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

cs229-python-kit

A kit of starter code for CS229 Machine Learning course problem sets

cs231n.github.io

Public facing notes page

dcgan_code

Deep Convolutional Generative Adversarial Networks

ddpg

Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow

ddpg-keras-torcs

Using Keras and Deep Deterministic Policy Gradient to play TORCS

ddpg-ros-keras

An implementation of the Deep Deterministic Policy Gradient (DDPG) algorithm using Keras/Tensorflow with the robot simulated using ROS/Gazebo/MoveIt!

deep-learning

deep-learning-keras-tensorflow

# Deep Learning with Keras and Tensorflow

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-reinforcement-learning-papers

A list of recent papers regarding deep reinforcement learning

deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers