ruiatelsevier

ac-gan

A tensorflow implementation of google's AC-GAN ( Auxiliary Classifier GAN ).

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

allennlp

An open-source NLP research library, built on PyTorch.

Annotated-Semantic-Relationships-Datasets

A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)

DeepOmix

A Multi-Omics Scalable and Interpretable Deep Learning Framework and Application in Cancer Survival Prediction

k-anonymity

Evaluating variety of k-Anonymity techniques.

mdl-anonymizer

pynndescent

A Python nearest neighbor descent for approximate nearest neighbors

SoBoBigData_libraries

ruiatelsevier/ac-gan

A tensorflow implementation of google's AC-GAN ( Auxiliary Classifier GAN ).

ruiatelsevier/BLM

Bilinear Link Model source code.

ruiatelsevier/CCIcalc

Charlson Comorbidity Index (CCI) Score Calculator

ruiatelsevier/ClinicalTrialsNLP

Classes for ClinicalTrials.gov related projects

ruiatelsevier/deep-patient

Deep patient implementation

ruiatelsevier/doctorai

Repository for Doctor AI project

ruiatelsevier/efanna

fast library for ANN search and KNN graph construction

ruiatelsevier/embeddings

Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts" (http://cs.nyu.edu/~dsontag/papers/ChoiChiuSontag_AMIA_CRI16.pdf)

ruiatelsevier/gram

Graph-based Attention Model

ruiatelsevier/Healthcare-sequence-data-prediction-classification-with-RNN

ruiatelsevier/imputation

https://www.biorxiv.org/content/early/2017/07/24/167858

ruiatelsevier/keras-bda

A Bayesian Data Augmentation Approach for Learning Deep Models in Keras

ruiatelsevier/keras_extensions

A collection of small extensions to Keras (RBM, momentum schedule, ..)

ruiatelsevier/MGP-RNN

A TensorFlow implementation of "Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier", ICML 2017.

ruiatelsevier/MIMIC_trajectories

ruiatelsevier/public_plstm

Phased LSTM

ruiatelsevier/pyltr

Python learning to rank (LTR) toolkit

ruiatelsevier/pyspark-tutorials

Code snippets and tutorials for working with social science data in PySpark

ruiatelsevier/Recurrent-Highway-Hypernetworks-NIPS

Cleaned original source code from my NIPS publication

ruiatelsevier/retain

RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism

ruiatelsevier/scikit-kge

Python library to compute knowledge graph embeddings

ruiatelsevier/scikit-tensor

Python library for multilinear algebra and tensor factorizations

ruiatelsevier/sepsisrl

Reinforcement Learning for optimal sepsis treatment policies

ruiatelsevier/SiCNMF