Jake Zhao (Junbo)'s repositories
Deep-Music-Autoencoder
The repo involves a Deep Learning method, Stacked Denoising Autoencoder. The repo exploits "paracel", which is a new parallel computing framework
DSGA-1008-Spring2017-A1
Assignment 1 for NYU 2017 sprint class Deep Learning.
DSGA-1008-Spring2017-A2
DSGA-1008-Spring2017-A2
deeplearning
Deep Learning Code / Examples
ds-ga-1008-a2
NYU course 2016 Spring 2016 Assignment 2
20190507NYU
2019/05/07 Lab session for Deep learning
adversarial_image_defenses
Countering Adversarial Image using Input Transformations.
cnn-relation-extraction
Tensorflow Implementation of Convolutional Neural Network for Relation Extraction (COLING 2014, NAACL 2015)
ds-ga-1008-a1
Assignment 1 sample code
graphsage-simple
Simple reference implementation of GraphSAGE.
improved-gan
code for the paper "Improved Techniques for Training GANs"
ladder.torch
Torch implementation of Ladder Network (https://arxiv.org/abs/1507.02672)
lung-cancer-detector
The Data Science Bowl 2017 23rd place
seq2seq-attn
Sequence-to-sequence model with LSTM encoder/decoders and attention
sequence_gan
Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).
visual-analogy-tensorflow
Tensorflow implementation of Deep Visual Analogy-Making