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adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

adversarial-learning-for-neural-dialogue-generation-in-tensorflow

Adversarial-Learning-for-Neural-Dialogue-Generation-in-Tensorflow

arae

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

c-rnn-gan

Implementation of C-RNN-GAN.

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

cs181-section

cs181_practice

practice assignment for course cs181 Machine Learning

cs224u

Code for Stanford CS224u

cs281-scribe

cs281-sections

cs282_final_project

the Repo for course CS282r robust machine learning

cs282r_deep_learning_workshop

A tensorflow tutorial for CS282R: Robust Machine Learning at Harvard University.

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deepfool

A simple and accurate method to fool deep neural networks

farmers_well_being_metrics_visualization

A info visualization project using processing. Represent relationships between different farmers' well beings metrics designed by different organizations.

gan_city_img

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

house_data

image-similarity-deep-ranking

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

jailhouserepo

CS279 HW2, Fall 2017

loop

A method to generate speech across multiple speakers

lsun

LSUN Dataset Documentation and Demo Code

neural-dialogue-generation

nmt

TensorFlow Neural Machine Translation Tutorial

opencv

Open Source Computer Vision Library

places365

The Places365-CNNs for Scene Classification

santa-monica-light-rail

Exploring the impacts of the Metro Expo Line Extension to Santa Monica.

seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient