harryreyesnieva Goto Github PK

4008-02

Interrogating Ethics and Justice in Digital Health

amia2019_network_workshop

awesome-hai

A curated list of awesome Human-AI Interaction

brrr

Rap adlibs in R.

causai

Causai is a Python package for Causality in Machine Learning. We provide state-of-the-art causal algorithms and ML into decision-making systems

cirex

Natural Language Processing (NLP) system designed to find patient demographic information, specifically race and ethnicity, in clinical notes.

cmcendopcos

Study specifications from the DBMI/OHDSI/JNJ Study-a-thon on Women's Health.

commondatamodel

Definition and DDLs for the OMOP Common Data Model (CDM)

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

corona-web

Website for viewing database of Coronavirus research at CoronaCentral.ai

criteria2query

[In Development] An application to parse freetext inclusion criteria and produce a structured cohort definition that can be executed against OMOP CDM

dbmi_justiceinformatics

disease-testing-thresholds

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

eda_nlp

Data augmentation for NLP, presented at EMNLP 2019

fasttt

glove

GloVe model for distributed word representation

graphml-tutorials

Tutorials for Machine Learning on Graphs

hades

Health Analytics Data-to-Evidence Suite (HADES): A collection of R packages for performing analytics against the Common Data Model.

harryreyesnieva.github.io

heracharacterization

Health equity research assessment (HERA) - a large scale characterization of gender and racial disparities

interpret

Fit interpretable models. Explain blackbox machine learning.

lda2vec

machine-learning-with-ontologies

map-modifiers

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

ml-videos

A collection of video resources for machine learning

ml4health.github.io

Website for ML4H Symposium

model-card-toolkit

a tool that leverages rich metadata and lineage information in MLMD to build a model card