petejacobs / T1D_VPPLinks
Virtual patient population of people with type 1 diabetes
☆13Updated 6 years ago
Alternatives and similar repositories for T1D_VPP
Users that are interested in T1D_VPP are comparing it to the libraries listed below
Sorting:
- A Type-1 Diabetes simulator implemented in Python for Reinforcement Learning purpose☆275Updated 2 months ago
- GluCoEnv - Glucose Control Environment, is a simulation environment which aims to facilitate the development of Reinforcement Learning ba…☆17Updated 9 months ago
- AGATA (Automated Glucose dATa Analysis) is a MATLAB® toolbox to analyse glucose data.☆12Updated last year
- ☆15Updated last year
- Reinforcement Learning based Artificial Pancreas Systems for Controlling Blood Glucose in Type 1 Diabetes.☆27Updated last month
- ReplayBG is a digital twin-based methodology to assess new strategies for type 1 diabetes management.☆15Updated last year
- A modular framework for in-browser closed-loop diabetes simulation☆29Updated 4 months ago
- Public code release for "Deep Reinforcement Learning for Closed-Loop Blood Glucose Control" (Ian Fox et al.), MLHC 2020. https://arxiv.or…☆13Updated 4 years ago
- GluPredKit aims to make blood glucose model training and prediction more accessible.☆24Updated 3 months ago
- ☆14Updated last year
- List of CGM datasets☆192Updated 6 months ago
- Patient-specific blood glucose prediction using deep learning, considering the challenges of "small dataset" and "data imbalance"☆50Updated 8 months ago
- The official implementation of the paper "Gluformer: Transformer-Based Personalized Glucose Forecasting with Uncertainty Quantification."☆37Updated 2 years ago
- Blood glucose prediction using long short-term memory recurrent neural networks.☆66Updated 6 months ago
- The code release for "Offline Reinforcement Learning for Safer Blood Glucose Control in People with Type 1 Diabetes".☆17Updated 2 years ago
- tools to work with data downloaded from Open Humans research platform☆28Updated 3 months ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Updated 4 years ago
- Source code for predicting Blood Glucose Concentration☆46Updated 2 years ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆17Updated 2 years ago
- This repository contains research code for the paper "Generating realistic neurophysiological time series with denoising diffusion probab…☆77Updated last month
- ReplayBG is a digital twin-based methodology to assess new strategies for type 1 diabetes management.☆13Updated last month
- Implementation codes and datasets used in ICLR'22 Spotlight paper AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning…☆38Updated last year
- Neural State-Space Models and Latent Dynamics Functions in PyTorch for High-Dimensional Forecasting☆48Updated 6 months ago
- Experiment code for "Continuous-Time Model-Based Reinforcement Learning"☆54Updated last year
- Improving short-term prandial blood glucose outcomes for people with type 1 diabetes, a complex disease that affects nearly 10 million pe…☆19Updated 6 months ago
- PyTorch implementation of Episodic Meta Reinforcement Learning on variants of the "Two-Step" task. Reproduces the results found in three …☆35Updated 4 years ago
- Blood glucose level prediction using SARIMA and LSM☆12Updated 2 years ago
- Neural Ordinary Differential Equations for Reinforcement Learning☆24Updated last year
- cgmquantify-python package for analyzing glucose and glucose variability☆30Updated 7 months ago
- Models of Sequential Decision-Making☆49Updated 5 months ago