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adaptiveoptim

Adaptive optimization procedure

adv_ecg

Code for Deep learning models for electrocardiograms are susceptible to adversarial attack

adversarial-example

Crafting Adversarial Examples with PyTorch

annotated_reference

Annotated reference for my research

awesome-ehr-deeplearning

Curated list of awesome papers for electronic health records(EHR) mining, machine learning, and deep learning.

cleverhans

A library for benchmarking vulnerability to adversarial examples

ddlk

Deep direct likelihood knockoffs

deep-learning-gpu-box-build-instructions

Instructions and parts for building a deep learning GPU box

draw_convnet

ecc

Edge-Conditioned Convolutions on Graphs

eigenmvn

C++11 multivariate normal distribution sampling using Eigen matrices

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

explanations

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

getorg-testacct.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

gnns

Collection of graph neural networks in pytorch

indrnn_pytorch

Independently Recurrent Neural Networks (IndRNN) implemented in pytorch.

jets

learning-sparse-coding

deep leaning project for sparse coding

marginbound

Explore the margin bounds of the different networks

mimic3-benchmarks

Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.

mlhc2018-reproducible-survival-seer

Machine Learning for Healthcare 2018 - Reproducible Survival Prediction with SEER Cancer Data

model-evaluation

Code for Figures 1 and 2 in http://arxiv.org/abs/1511.01844

mpnn

nlp_2018

nlp homework

paper-reading

research interest / paper reading

playground

PlayGround: AI Research into Multi-Agent Learning.

prmlt

Matlab code for machine learning algorithms in book PRML

pygcn

Graph Convolutional Networks in PyTorch

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)