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:
- ConferenceCountdown - A countdown website for ML/CompBio conference deadlines.