XintianHan

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

Marginbound

Explore the margin bounds of the different networks

paper-reading

research interest / paper reading

Survival-MDN

XintianHan/ADV_ECG

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

XintianHan/Survival-MDN

XintianHan/ddlk

Deep direct likelihood knockoffs

XintianHan/Marginbound

Explore the margin bounds of the different networks

XintianHan/paper-reading

research interest / paper reading

XintianHan/adversarial-example

Crafting Adversarial Examples with PyTorch

XintianHan/annotated_reference

Annotated reference for my research

XintianHan/awesome-ehr-deeplearning

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

XintianHan/cleverhans

A library for benchmarking vulnerability to adversarial examples

XintianHan/deep-learning-gpu-box-build-instructions

Instructions and parts for building a deep learning GPU box

XintianHan/examples

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

XintianHan/explanations

XintianHan/IndRNN_pytorch

Independently Recurrent Neural Networks (IndRNN) implemented in pytorch.

XintianHan/jets

XintianHan/mimic3-benchmarks

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

XintianHan/MLHC2018-reproducible-survival-seer

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

XintianHan/nlp_2018

nlp homework

XintianHan/playground

PlayGround: AI Research into Multi-Agent Learning.

XintianHan/PRMLT

Matlab code for machine learning algorithms in book PRML

XintianHan/pytorch-CycleGAN-and-pix2pix

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

XintianHan/pytorch-wavenet

An implementation of WaveNet with fast generation

XintianHan/reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

XintianHan/reinforcement-learning-an-introduction

Python implementation of Reinforcement Learning: An Introduction

XintianHan/Roadmap2AGI

XintianHan/SBL-LSTM-Net

XintianHan/SP19-DL-collaborative-notes

Collaborative lecture notes for Spring '19 NYU DL class

XintianHan/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.

XintianHan/vision

Datasets, Transforms and Models specific to Computer Vision

XintianHan/WassersteinGAN

XintianHan/X-CAL