stefanhgm Goto Github PK

annotated-transformer

An annotated implementation of the Transformer paper.

cliniqg4qa

CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering

ebm-java-ui

A web-based user interface to visualize and inspect Explainable Boosting Machines.

ehrshot-benchmark

A benchmark for few-shot evaluation of foundation models for electronic health records (EHRs)

interpret

Fit interpretable models. Explain blackbox machine learning.

interpretable-3-day-icu-readmission-prediction

Development and Validation of an Interpretable 3-day Intensive Care Unit Readmission Prediction Model Using Explainable Boosting Machines

llm2vec

Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'

mgp-tcn

Sepsis Prediction on MIMIC

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

mimic3-benchmarks

mlhc2018-reproducible-survival-seer

Machine Learning for Healthcare 2018 - Reproducible Survival Prediction with SEER Cancer Data

mltk

Machine Learning Tool Kit

mteb

MTEB: Massive Text Embedding Benchmark

patient_summaries_with_llms

Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"

prancer

Platform enabling Rapid Annotation for Clinical Entity Recognition

stefanhgm.github.io

Webpage

summary-reference-revision

t-few

Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning"

t-zero

Reproduce results and replicate training fo T0 (Multitask Prompted Training Enables Zero-Shot Task Generalization)

the-elements-of-statistical-learning-notebooks

Jupyter notebooks for summarizing and reproducing the textbook "The Elements of Statistical Learning" 2/E by Hastie, Tibshirani, and Friedman

vime

Codebase for VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain - NeurIPS 2020

youcompleteme

A code-completion engine for Vim