Josh Achiam's starred repositories

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

data

Data and code behind the articles and graphics at FiveThirtyEight

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ParlAI

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

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srez

Image super-resolution through deep learning

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DenseNet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

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deep-learning-papers

Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.

fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

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deep-reinforcement-learning-papers

A list of recent papers regarding deep reinforcement learning

Neural-Photo-Editor

A simple interface for editing natural photos with generative neural networks.

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tensorflow-tutorial

Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE

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chainerrl

ChainerRL is a deep reinforcement learning library built on top of Chainer.

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recurrentshop

Framework for building complex recurrent neural networks with Keras

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async_deep_reinforce

Asynchronous Methods for Deep Reinforcement Learning

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phillip

The SSBM "Phillip" AI.

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KerasGAN

A couple of simple GANs in Keras

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Tensorflow-MultiGPU-VAE-GAN

A single jupyter notebook multi gpu VAE-GAN example with latent space algebra and receptive field visualizations.

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vime

Code for the paper "Curiosity-driven Exploration in Deep Reinforcement Learning via Bayesian Neural Networks"

nips2016

Learning What and Where to Draw

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ntm-lasagne

Neural Turing Machines library in Theano with Lasagne

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NAF-tensorflow

"Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow

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psketch

Modular multitask reinforcement learning with policy sketches

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dfa-torch

Training neural networks with back-prop, feedback-alignment and direct feedback-alignment

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SkipCTS

Skip Context Tree Switching - Reference Implementation

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dni-synthetic-gradients

Torch implementation reproducing MNIST experiments from DeepMind's DNI paper.

mxasyn

Asynchronous One Step Q Learning implemented with MXNET

Synkhronos

Extension to Theano for multi-GPU data parallelism

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zero_sum

An analysis library for zero-sum games, written in Rust

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takrating

Code used for calculating ratings based on games played on playtak.com.

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