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Ben Zhai's Projects

accsleepnet icon accsleepnet

accelerometry sleep net for sleep-wake classification

autoencoder-tensorboard-t-sne icon autoencoder-tensorboard-t-sne

Plugging TensorBoard in an autoencoder on the MNIST dataset for demonstrating t-SNE embeddings visualization of unsupervised machine learning.

fmcw3 icon fmcw3

Two RX-channel 6 GHz FMCW radar design files

matplm-score icon matplm-score

User-aimed implementation of the updated WASM/IRLSSG rules for scoring PLM

mimic3-benchmarks icon mimic3-benchmarks

Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.

minisom icon minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

multiobjectiveoptimization icon multiobjectiveoptimization

Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"

multitasksleepnet icon multitasksleepnet

Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification

plmscore icon plmscore

R package for deriving PLMS indices from leg movement information according to the newest WASM 2016 rules

pmtk3 icon pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

testhrv icon testhrv

Heart rate variability app for Garmin smartwatches

tsfresh icon tsfresh

Automatic extraction of relevant features from time series:

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