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Machine learning algorithms and applications to health care.

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  1. Structured Inference Networks for Nonlinear State Space Models

    Jupyter Notebook 222 58

  2. Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts"

    Python 188 61

  3. Deep Markov Models

    Jupyter Notebook 99 27

  4. Counterfactual Regression

    Python 139 44

  5. A torch package for learning diagnosis models from temporal patient data.

    Lua 99 35


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