The Laboratory for Robust and Efficient Machine Learning

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12 repositories

StepCountJITAI
Public
StepCountJITAI: simulation environment for RL with application to physical activity adaptive intervention
reinforcement-learning jitai
Python
•0•0•0•0•Updated Jan 13, 2025Jan 13, 2025
MLDemos
Public
Interactive ML Demos
Jupyter Notebook
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BSD 2-Clause "Simplified" License
•2•6•0•0•Updated Dec 4, 2024Dec 4, 2024
auto-circuit-tests
Public
Circuit hypothesis tests implemented in auto-circuit (and experiments from associated paper)
Jupyter Notebook
•0•0•0•0•Updated Oct 9, 2024Oct 9, 2024
allofus-imputation
Public
Python
•1•1•0•0•Updated Jul 3, 2024Jul 3, 2024
mmdetection
Public
OpenMMLab Detection Toolbox and Benchmark
Python
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Apache License 2.0
•9.5k•0•0•0•Updated Jun 3, 2024Jun 3, 2024
BayesLDM
Public
BayesLDM
Python
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MIT License
•1•0•0•0•Updated Oct 2, 2023Oct 2, 2023
rl_jitai_simulation
Public
RL for JITAI optimization using simulated environments.
Python
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MIT License
•0•0•0•0•Updated Jul 28, 2023Jul 28, 2023
HeartStepsU01
Public
Code for processing and visualizing the U01 versions of HeartSteps
Python
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BSD 3-Clause "New" or "Revised" License
•0•0•0•0•Updated Apr 5, 2023Apr 5, 2023
URSABench
Public
Codebase for our paper "URSABench: Comprehensive Benchmarking of Approximate Bayesian Inference Methods for Deep Neural Networks"
bayesian-inference bayesian-deep-learning deep-learning pytorch
Python
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Other
•2•18•0•1•Updated Aug 27, 2022Aug 27, 2022
mhl-framework
Public
mHealth Lab streaming data framework
Java
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BSD 2-Clause "Simplified" License
•0•1•0•0•Updated Jul 29, 2022Jul 29, 2022
hetvae
Public
Heteroscedastic Temporal Variational Autoencoder For Irregularly Sampled Time Series
time-series pytorch missing-data uncertainty-estimation variational-autoencoder irregular-sampling
Jupyter Notebook
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MIT License
•12•31•2•1•Updated Jun 22, 2022Jun 22, 2022
mTAN
Public
Code for "Multi-Time Attention Networks for Irregularly Sampled Time Series", ICLR 2021.
time-series pytorch missing-data irregular-sampling
Python
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MIT License
•23•126•6•0•Updated Jun 8, 2021Jun 8, 2021