hwalsuklee

magenta

Magenta: Music and Art Generation with Machine Intelligence

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

gcn

Implementation of Graph Convolutional Networks in TensorFlow

keras-js

Run Keras models in the browser, with GPU support using WebGL

TensorFlow-Book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

gae

Implementation of Graph Auto-Encoders in TensorFlow

Deep-learning-with-cats

Deep learning with cats (^._.^)

relational-networks

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

SSGAN-Tensorflow

A Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks (NIPS 2016: Improved Techniques for Training GANs).

dsprites-dataset

Dataset to assess the disentanglement properties of unsupervised learning methods

wide-resnet.pytorch

Best CIFAR-10, CIFAR-100 results with wide-residual networks using PyTorch

AI-metrics

An open source project to document AI progress through data.

Activation-Visualization-Histogram

Compare SELUs (scaled exponential linear units) with other activations on MNIST, CIFAR10, etc.

dlcampjeju

Deep Learning Camp Jeju

SGAN

Stacked Generative Adversarial Networks

pix2pixBEGAN.pytorch

A pytorch implementation of pix2pix + BEGAN (Boundary Equilibrium Generative Adversarial Networks)

GAN-weight-norm

Code for "On the Effects of Batch and Weight Normalization in Generative Adversarial Networks"

tensorflow-infogan

:dolls: InfoGAN: Interpretable Representation Learning

TensorFlowDeepAutoencoder

MNIST Digit Classification Using Stacked Autoencoder And TensorFlow

tensorflow-pix2pix

A lightweight pix2pix Tensorflow implementation.

DeepSketchHashing

Deep Sketch Hashing source code

ForwardThinking

Forward Thinking NIPS 2017

rbm-ae-tf

Tensorflow 1.X implementation of Restricted Boltzman Machine(RBM) and Autoencoder with layerwise pretraining.

forward-thinking-pytorch

Pytorch implementation of "Forward Thinking: Building and Training Neural Networks One Layer at a Time"

score-zeroshot

Semantically consistent regularizer for zero-shot learning

unsup-queries-data

Unsupervised Data Generated for GeoQuery and SAIL Datasets

PyTrader

System Trading using Kiwoom OpenAPI+

tensorboard-embedding-visualization

Easily visualize embedding on tensorboard with thumbnail images and labels.

AdversarialAutoEncoder

Adversarial AutoEncoder implemented with MXNet

UFLDL_TensorFlow