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ICU-Sepsis is a lightweight, yet challenging RL environment that models the treatment of sepsis in the ICU.

Python 10 Updated Oct 23, 2024

Robust Epidemiological AnaLytics Modeling

Python 2 1 Updated Oct 2, 2022

AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916

Jupyter Notebook 157 44 Updated Nov 4, 2024

A generative AI extension for JupyterLab

Python 3,231 331 Updated Nov 15, 2024

Published article: Development and validation of a reinforcement learning model for ventilation control during emergence from general anesthesia

Python 2 Updated Nov 15, 2023
Jupyter Notebook 1 Updated Oct 15, 2024

Tutorial for LLM developers about engine design, service deployment, evaluation/benchmark, etc. Provide a C/S style optimized LLM inference engine.

Python 19 1 Updated Sep 5, 2023

A game theoretic approach to explain the output of any machine learning model.

Jupyter Notebook 22,880 3,290 Updated Nov 9, 2024

Reinforcement Learning Short Course

1 Updated Feb 8, 2023

Attention Attention Attention

Python 1 Updated Nov 7, 2022

Python Implementation of Reinforcement Learning: An Introduction

Python 1 2 Updated May 10, 2022

Bug-tracking for Jeff's algorithms book, notes, etc.

7,940 1,023 Updated Nov 23, 2019