jakeykj

cHITF

Learning Inter-Modal Correspondence and Phenotypes from Multi-Modal Electronic Health Records (TKDE)

LogPar

LogPar: Logistic PARAFAC2 Factorization for Temporal Binary Data with Missing Values (KDD '20)

cntf

Collective Non-negative Tensor Factorization (AAAI-19)

GRU-D

GRU-D, a GRU-based model with trainable decays for multivariate time series classification with missing values/irregular samplings

hitf

Hidden Interaction Tensor Factorization (IJCAI-18)

phenotools

Useful tools for phenotyping tasks

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

auto-review

Benchmarking_DL_MIMICIII

BRITS

Code of NIPS18 Paper: BRITS: Bidirectional Recurrent Imputation for Time Series

customized-wowchemy-widgets

eicu-code

Code and website related to the eICU Collaborative Research Database

GAMENet

GAMENet : Graph Augmented MEmory Networks for Recommending Medication Combination

GitHub-userscripts

Userscripts to add functionality to GitHub

hugo-academic

The website designer for Hugo. Build and deploy a beautiful website in minutes :rocket:

jakeykj.github.io

kaggle-covid19-literature

KDD19-CoSTCo

labfigs

mimic-omop

Mapping the MIMIC-III database to the OMOP schema

mimic3-benchmarks

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

models

Models and examples built with TensorFlow

PoPPy

A Point Process Toolbox Based on PyTorch

PyCharm-monokai

Dark color theme for Pycharm by Sublime Text's Monokai Theme.

pytorch-template

PyTorch deep learning projects made easy.

rq

Simple job queues for Python

sepsis3-mimic

Evaluation of the Sepsis-3 guidelines in MIMIC-III

ssh_tunnel_client

a menu bar tunnel client for MacOS

Stochastic-Nonparametric-Event-Tensor-Decomposition

NIPS'2018

TensorOperations.jl

Julia package for tensor contractions and related operations