Name: Robin van de Water
Type: User
Company: Hasso Plattner Institute
Bio: PhD candidate in Medical Event Prediction at Hasso Plattner Institute in collaboration with the Charité hospital (Berlin, Germany) and Mount Sinai (NY, USA)
Location: Berlin
Blog: https://www.rpvandewater.com/
Robin van de Water's Projects
Codebase for Attentive Neural Hawkes Process (A-NHP) and Attentive Neural Datalog Through Time (A-NDTT)
Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
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.
A game in Haskell
EasyTPP: Towards Open Benchmarking the Temporal Point Processes
Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex internal dependencies.
🧑🌾Expand your Training Limits! Human-in-the-Loop guided Training Data Generation for ML-based Data Management
🥧ReciPys: easily define and execute preprocessing and feature engineering steps on Pandas dataframes.
Readme for me.
💎 🐳 A super customizable Jekyll theme for personal site, team site, blog, project, documentation, etc.
Sequential model-based optimization with a `scipy.optimize` interface. Includes latest fixes for NumPy 1.24 compatibility
✖️MEN - A Modular Toolkit for Cross-Lingual Medical Entity Normalization
🧪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
🏥Generate task cohort for the YAIB framework.
🧠Models trained for the publication of Yet Another ICU Benchmark