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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 216 56

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

    Python 173 59

  3. Deep Markov Models

    Jupyter Notebook 92 26

  4. Counterfactual Regression

    Python 129 43

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

    Lua 97 35


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