Limited automatic tabular ML pipelines for generic MEDS datasets.
☆18Aug 8, 2025Updated 6 months ago
Alternatives and similar repositories for MEDS_Tabular_AutoML
Users that are interested in MEDS_Tabular_AutoML are comparing it to the libraries listed below
Sorting:
- A simple set of MEDS polars-based ETL and transformation functions☆40Nov 20, 2025Updated 3 months ago
- The MEDS Decentralized Extensible Validation (MEDS-DEV) Benchmark: Establishing Reproducibility and Comparability in ML for Health☆36Nov 20, 2025Updated 3 months ago
- A high-performance database and Python reader interface for MEDS datasets☆20Jan 26, 2026Updated last month
- ☆29Jun 8, 2025Updated 8 months ago
- Sample end-to-end pipeline over MIMIC-IV demonstrating the Event Stream GPT code base.☆17Jan 3, 2024Updated 2 years ago
- Analyzing different ML model comparison metrics☆17Jan 20, 2024Updated 2 years ago
- [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams☆40Feb 20, 2026Updated last week
- Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex intern…☆115Jul 2, 2025Updated 8 months ago
- A collection of resources and information for concrete skills that are helpful when pursuing a PhD in computer science (specifically in M…☆24Apr 18, 2023Updated 2 years ago
- ☆14Aug 9, 2024Updated last year
- An updated version of eICU Benchmark with an updated problem definition on LoS and Decompensation tasks☆11Aug 12, 2021Updated 4 years ago
- Know2BIO: A Comprehensive Dual-View Benchmark for Evolving Biomedical Knowledge Graphs☆14Feb 10, 2026Updated 3 weeks ago
- MetricEval: A framework that conceptualizes and operationalizes four main components of metric evaluation, in terms of reliability and va…☆12Nov 6, 2023Updated 2 years ago
- ☆10Jul 27, 2023Updated 2 years ago
- Training HuggingFace models on EHR data☆41Nov 2, 2025Updated 4 months ago
- Clinically Adapted Model Enhanced from LLaMA☆89Sep 1, 2023Updated 2 years ago
- ☆14Jul 13, 2022Updated 3 years ago
- Medical multi-modal learning with missing modality data (MLHC 2023)☆14Aug 1, 2023Updated 2 years ago
- ☆14Mar 31, 2025Updated 11 months ago
- General Healthcare Predictive Framework☆23Dec 6, 2025Updated 2 months ago
- Code release for "TempLM: Distilling Language Models into Template-Based Generators"☆14Jul 21, 2022Updated 3 years ago
- CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks☆44Dec 9, 2025Updated 2 months ago
- Official repository of "EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records" (ACL 2024 Fi…☆17Jul 5, 2024Updated last year
- Verifying Facts in LLM-Generated Clinical Text with Electronic Health Records☆26Jan 2, 2026Updated 2 months ago
- Source code for a comprehensive analysis of MTL over EHR timeseries data.☆37Apr 11, 2023Updated 2 years ago
- ☆19Jan 10, 2025Updated last year
- REMed: Retrieval-Enhanced Medical prediction model☆23Jan 8, 2025Updated last year
- Installing MIMIC-IV in a local Postgres database☆46Jun 28, 2021Updated 4 years ago
- Intraformer: A Transformer based Approach to Unsupervised Long-tail Face, Facial Expression and Visual Recognition☆23Sep 2, 2022Updated 3 years ago
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆26Aug 21, 2024Updated last year
- Chance-corrected Agreement Coefficients☆29Nov 13, 2024Updated last year
- ☆25Dec 23, 2023Updated 2 years ago
- KAIST medical VL research group☆20Dec 20, 2024Updated last year
- FEMR (Framework for Electronic Medical Records) provides tooling for large-scale, self-supervised learning using electronic health record…☆162Feb 23, 2026Updated last week
- Official repository of FactKG☆60Apr 22, 2025Updated 10 months ago
- ☂️ Auto-Scikit-Longitudinal (Auto-Sklong) is an automated machine learning (AutoML) library designed to analyse longitudinal data (Classi…☆43Aug 15, 2025Updated 6 months ago
- Official Codes for "Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes"☆114Aug 22, 2024Updated last year
- TemporAI: ML-centric Toolkit for Medical Time Series☆130Dec 14, 2023Updated 2 years ago
- Scalable Convex Neural Networks☆25Apr 30, 2025Updated 10 months ago