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@reml-lab

The Laboratory for Robust and Efficient Machine Learning

Popular repositories

  1. mTAN mTAN Public

    Code for "Multi-Time Attention Networks for Irregularly Sampled Time Series", ICLR 2021.

    Python 106 22

  2. hetvae hetvae Public

    Heteroscedastic Temporal Variational Autoencoder For Irregularly Sampled Time Series

    Jupyter Notebook 30 12

  3. URSABench URSABench Public

    Codebase for our paper "URSABench: Comprehensive Benchmarking of Approximate Bayesian Inference Methods for Deep Neural Networks"

    Python 17 2

  4. MLDemos MLDemos Public

    Interactive ML Demos

    Jupyter Notebook 3 1

  5. mhl-framework mhl-framework Public

    mHealth Lab streaming data framework

    Java 1

  6. HeartStepsU01 HeartStepsU01 Public

    Code for processing and visualizing the U01 versions of HeartSteps

    Python

Repositories

Showing 8 of 8 repositories
  • MLDemos Public

    Interactive ML Demos

    Jupyter Notebook 3 BSD-2-Clause 1 0 0 Updated Dec 7, 2023
  • BayesLDM Public

    BayesLDM

    Python 0 MIT 1 0 0 Updated Oct 2, 2023
  • rl_jitai_simulation Public

    RL for JITAI optimization using simulated environments.

    Python 0 MIT 0 0 0 Updated Jul 28, 2023
  • HeartStepsU01 Public

    Code for processing and visualizing the U01 versions of HeartSteps

    Python 0 BSD-3-Clause 0 0 0 Updated Apr 5, 2023
  • URSABench Public

    Codebase for our paper "URSABench: Comprehensive Benchmarking of Approximate Bayesian Inference Methods for Deep Neural Networks"

    Python 17 2 0 1 Updated Aug 27, 2022
  • mhl-framework Public

    mHealth Lab streaming data framework

    Java 1 BSD-2-Clause 0 0 0 Updated Jul 29, 2022
  • hetvae Public

    Heteroscedastic Temporal Variational Autoencoder For Irregularly Sampled Time Series

    Jupyter Notebook 30 MIT 12 2 1 Updated Jun 22, 2022
  • mTAN Public

    Code for "Multi-Time Attention Networks for Irregularly Sampled Time Series", ICLR 2021.

    Python 106 MIT 22 5 0 Updated Jun 8, 2021

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