Hypertension Detection From High-Dimensional Representation of Photoplethysmogram Signals
mlots is python package that provides Machine Learning tools for Time-Series Classification.
Time Series Classification experiments on open-source datasets using Automated Machine Learning (AutoML) frameworks
CUDA implementation of the MiniRocket algorithm
Intra-operative hypotension prediction
Hard drive failures can lead to data loss and increased bussiness expenses. In this project we detect hard drive failure before it happens with sensor data in a time series format. We transform the data into a linear format with convolutional kernels and classify with a random forest model.
EEG Classification using MiniRocket + Ridge Classifier on BCI Competition IV Dataset 2a. Reproducible pipeline for Time-Series feature extraction and classification.
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