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  1. Medical-Event-Data-Standard/meds Medical-Event-Data-Standard/meds Public

    Schema definitions and Python types for Medical Event Data Standard, a standard for medical event data such as EHR and claims data

    Python 47 4

  2. Medical-Event-Data-Standard/MEDS-DEV Medical-Event-Data-Standard/MEDS-DEV Public

    The MEDS Decentralized Extensible Validation (MEDS-DEV) Benchmark: Establishing Reproducibility and Comparability in ML for Health

    Python 22 7

  3. MEDS_transforms MEDS_transforms Public

    A simple set of MEDS polars-based ETL and transformation functions

    Python 28 6

  4. MEDS_Tabular_AutoML MEDS_Tabular_AutoML Public

    Limited automatic tabular ML pipelines for generic MEDS datasets.

    Python 14 4

  5. EventStreamGPT EventStreamGPT Public

    Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex internal dependencies.

    Jupyter Notebook 111 18

  6. nested_ragged_tensors nested_ragged_tensors Public

    Utilities for efficiently working with, saving, and loading, collections of connected nested ragged tensors in PyTorch

    Python 8 1