FrackyFrac: A Standalone UniFrac Calculator

1 code implementation • 17 Apr 2024 • Amit Lavon, Smadar Shilo, Ayya Keshet, Eran Segal

UniFrac is a family of distance metrics over microbial abundances, that take taxonomic relatedness into account.

A Multimodal Dataset of 21,412 Recorded Nights for Sleep and Respiratory Research

no code implementations • 15 Nov 2023 • Alon Diament, Maria Gorodetski, Adam Jankelow, Ayya Keshet, Tal Shor, Daphna Weissglas-Volkov, Hagai Rossman, Eran Segal

This study introduces a novel, rich dataset obtained from home sleep apnea tests using the FDA-approved WatchPAT-300 device, collected from 7, 077 participants over 21, 412 nights.

Heart Rate Variability Time Series

Regularization Learning Networks: Deep Learning for Tabular Datasets

1 code implementation • NeurIPS 2018 • Ira Shavitt, Eran Segal

Despite their impressive performance, Deep Neural Networks (DNNs) typically underperform Gradient Boosting Trees (GBTs) on many tabular-dataset learning tasks.

counterfactual