The Medkit-Learn(ing) Environment: Medical Decision Modelling through Simulation (NeurIPS 2021) by Alex J. Chan, Ioana Bica, Alihan Huyuk, Daniel Jarrett, and Mihaela van der Schaar.
☆29Jan 5, 2022Updated 4 years ago
Alternatives and similar repositories for medkit-learn
Users that are interested in medkit-learn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams☆41Mar 22, 2026Updated 3 weeks ago
- Code for SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes (NeurIPS 2021)☆12Nov 30, 2021Updated 4 years ago
- ☆29Jun 8, 2025Updated 10 months ago
- Sklearn-style implementations of Neural Network-based Conditional Average Treatment Effect (CATE) Estimators.☆156Jun 22, 2024Updated last year
- This repository is now archived. Further development has been moved to https://github.com/medkit-lib/medkit.☆24Nov 21, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Resources for Machine Learning Explainability☆89Sep 4, 2024Updated last year
- [MLHC 2021] Model Selection for Offline RL: Practical Considerations for Healthcare Settings. https://arxiv.org/abs/2107.11003☆11Oct 6, 2022Updated 3 years ago
- Data Mining project☆10Jan 10, 2024Updated 2 years ago
- Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations (ICML 2022)☆27Jun 9, 2022Updated 3 years ago
- ☆13Mar 2, 2024Updated 2 years ago
- Implementation of "POPCORN: Partially Observed Prediction Constrained Reinforcement Learning" (Futoma, Hughes, Doshi-Velez, AISTATS 2020)☆11May 19, 2021Updated 4 years ago
- DescEmb - Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding☆22Apr 29, 2025Updated 11 months ago
- Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how☆25Nov 10, 2023Updated 2 years ago
- Code for "Trajectory Inspection: A Method for Iterative Clinician-Driven Design of Reinforcement Learning Studies"☆16Oct 15, 2020Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Evaluating methods to improve model transfer for intensive care unit models☆16Jul 6, 2023Updated 2 years ago
- A repository containing the materials required to complete the "AAAI Lab for Innovative Uses of Synthetic Data". This includes tutorials …☆12Sep 4, 2024Updated last year
- FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…☆99Mar 19, 2026Updated 3 weeks ago
- [RAL 2023] transformer + reinforcement learning for navigation + POMPD☆15Jul 19, 2023Updated 2 years ago
- Implementation of Poincare Embedding in PyTorch☆13Jul 27, 2017Updated 8 years ago
- Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series☆134Sep 16, 2022Updated 3 years ago
- ☆17Oct 25, 2016Updated 9 years ago
- ☆10Nov 15, 2015Updated 10 years ago
- Pyro models and misc examples.☆19May 10, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Autonomous visual navigation using the depth images☆11Aug 15, 2019Updated 6 years ago
- This is the official repo for Towards Uncertainty-Aware Language Agent.☆30Aug 15, 2024Updated last year
- Github for the NIPS 2020 paper "Learning outside the black-box: at the pursuit of interpretable models"☆14Sep 7, 2022Updated 3 years ago
- Adjustment Identification Distance: A gadjid for Causal Structure Learning☆13Oct 17, 2025Updated 5 months ago
- ☆20Nov 5, 2018Updated 7 years ago
- Public code release for "Deep Reinforcement Learning for Closed-Loop Blood Glucose Control" (Ian Fox et al.), MLHC 2020. https://arxiv.or…☆13Feb 5, 2021Updated 5 years ago
- PCORnet Ontology to OMOP - beta!☆11Feb 7, 2024Updated 2 years ago
- Python IMage MIning☆15Mar 19, 2025Updated last year
- This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care …☆85Apr 17, 2025Updated 11 months ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- R Code for Causal Inference by Hernán and Robins☆22Oct 5, 2021Updated 4 years ago
- Code for [NeurIPS'2019 Spotlight] Policy Continuation with Hindsight Inverse Dynamics☆15Jan 7, 2020Updated 6 years ago
- An updated version of eICU Benchmark with an updated problem definition on LoS and Decompensation tasks☆12Aug 12, 2021Updated 4 years ago
- An SDK and Library that is used in several Deutsche Telekom mobile apps☆12Sep 23, 2024Updated last year
- A public repo for ICML 2021 "Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks"☆13Jul 19, 2021Updated 4 years ago
- ☆41Jun 5, 2022Updated 3 years ago
- SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters (ICLR 2025)☆17Aug 22, 2025Updated 7 months ago