johnyjyu

ARAE

Code for the paper "Adversarially Regularized Autoencoders for Generating Discrete Structures" by Zhao, Kim, Zhang, Rush and LeCun

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

bayesgan

Tensorflow code for the Bayesian GAN (https://arxiv.org/abs/1705.09558) (NIPS 2017)

bi-att-flow

Bidirectional Attention Flow

Conditional-PixelCNN-decoder

Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network

dcgan-completion.tensorflow

Image Completion with Deep Learning in TensorFlow

DrQA

Reading Wikipedia to Answer Open-Domain Questions

ganhacks

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

homework

Assignments for CS294-112.

hpc

A quick reference to access NYU High Performance Computing

iaf

Code for reproducing key results in the paper "Improving Variational Inference with Inverse Autoregressive Flow"

infrep17

DS-GA-1005 Inference and Representation

ir17

irgan

IRGAN SIGIR paper experimental code

maf

Masked Autoregressive Flow

medicalBot

nmt

TensorFlow Neural Machine Translation Tutorial

output

temporary for storing outputs

pixel-cnn

Python3 / Tensorflow implementation of PixelCNN++, as described in "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

StarGAN

PyTorch Implemenation of "StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation"

state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-wavenet

A TensorFlow implementation of DeepMind's WaveNet paper

tensorflow_tutorials

From the basics to slightly more interesting applications of Tensorflow

tf-vqvae

Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).

the-gan-zoo

A list of all named GANs!

vimium

The hacker's browser.

VQVAE

a replicate of https://arxiv.org/pdf/1711.00937.pdf

wikiextractor

A tool for extracting plain text from Wikipedia dumps