The Laboratory for Robust and Efficient Machine Learning

Popular repositories

1. mTAN Public

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

   Python 53 12

2. hetvae Public

   Heteroscedastic Temporal Variational Autoencoder For Irregularly Sampled Time Series

   Jupyter Notebook 17 8

3. URSABench Public

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

   Python 11 2

4. MLDemos Public

   Interactive ML Demos

   Jupyter Notebook 1

5. HeartStepsU01 Public

   Code for processing and visualizing the U01 versions of HeartSteps

   Python