Resources
We value reproducible and open science.
Internal resources
Compilations
Advice
- Thoughts from my Faculty Application Experience
- A few lessons learned from a few years in ML research
- Advice to Prospective Students
Templates
- Latex templates for faculty applications
- Latex template for preprints
- Latex template for academic CV
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.