Resources

We value reproducible and open science.

Internal resources

Compilations

Advice

Templates

Software tools

ML:

  • ContextualizedML - An SKLearn-style toolbox for estimating and analyzing models, distributions, and functions with context-specific parameters
  • TalkToEBM - A Natural Language Interface to Explainable Boosting Machines (EBMs)
  • EBM Utils - Utilities for EBM
  • GAM Purification - Tools for purifying additive models with interaction effects into identifiable representations.

EHR:

  • clEHRity - Automatically finding surprises in EHRs

Misc: