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Dong-Hyun Lee's Projects

awesome-rnn icon awesome-rnn

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

binaryconnect icon binaryconnect

Training Deep Neural Networks with binary weights during propagations

chatbot-rnn icon chatbot-rnn

A toy chatbot powered by deep learning and trained on data from Reddit

dni-tensorflow icon dni-tensorflow

DNI(Decoupled Neural Interfaces using Synthetic Gradients) implementation with Tensorflow

fast-weights icon fast-weights

Implementation of the paper [Using Fast Weights to Attend to the Recent Past](https://arxiv.org/abs/1610.06258)

fasttext icon fasttext

Library for fast text representation and classification.

ganhacks icon ganhacks

starter from "How to Train a GAN?" at NIPS2016

gumbel icon gumbel

Gumbel-Softmax Variational Autoencoder with Keras

gumbel-softmax icon gumbel-softmax

categorical variational autoencoder using the Gumbel-Softmax estimator

igan icon igan

A deep learning software that easily generates images with a few brushstrokes (from UC Berkeley and Adobe CTL)

im2latex-tensorflow icon im2latex-tensorflow

Tensorflow implementation of the HarvardNLP paper - What You Get Is What You See: A Visual Markup Decompiler (https://arxiv.org/pdf/1609.04938v1.pdf)

kapre icon kapre

kapre: Keras Audio Preprocessors

keras icon keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

laddernet icon laddernet

Ladder network is a deep learning algorithm that combines supervised and unsupervised learning

mlalgorithms icon mlalgorithms

Minimal and clean examples of machine learning algorithms

nips14-ssl icon nips14-ssl

Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"

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