rvandewater

YAIB

🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datasets, cohorts, prediction tasks, endpoints, preprocessing, and models. Paper: https://arxiv.org/abs/2306.05109

YAIB-cohorts

🏥Generate task cohort for the YAIB framework.

CASS-PROPEL

Complete evaluation of traditional "SK-learn like" machine learning models for post-operative complications This repository serves to evaluate the performance of traditional machine learning models available from Scikit-learn for the prediction of post-operative complications.

YAIB-models

🧠Models trained for the publication of Yet Another ICU Benchmark

ReciPys

🥧ReciPys: easily define and execute preprocessing and feature engineering steps on Pandas dataframes.

.github

anhp-andtt

Codebase for Attentive Neural Hawkes Process (A-NHP) and Attentive Neural Datalog Through Time (A-NDTT)

auton-survival

Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events

Circle-of-Life

A game in Haskell

EasyTemporalPointProcess

EasyTPP: Towards Open Benchmarking the Temporal Point Processes

GUIDataFarm

🧑‍🌾Expand your Training Limits! Human-in-the-Loop guided Training Data Generation for ML-based Data Management

HiTANet_ICU

EventStreamGPT

Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex internal dependencies.

IMDb-Flink-Jobs

IMDB_Jobs_DataFarm

rvandewater

Readme for me.

rvandewatersite

💎 🐳 A super customizable Jekyll theme for personal site, team site, blog, project, documentation, etc.

scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface. Includes latest fixes for NumPy 1.24 compatibility

xmen

✖️MEN - A Modular Toolkit for Cross-Lingual Medical Entity Normalization