GitHub

Resampling for regression (resreg)

Resreg is a Python package for resampling imbalanced distributions in regression problems. If you find resreg useful, please cite the following article: Gado, J.E., Beckham, G.T., and Payne, C.M (2020 ...
Scientific Research Publishing

Cumulative Link Modeling of Ordinal Outcomes in the National Health Interview Survey Data: Application to Depressive Symptom Severity ()

Williams, A. and Louis, L. (2026) Cumulative Link Modeling of Ordinal Outcomes in the National Health Interview Survey Data: Application to Depressive Symptom Severity. Journal of Data Analysis and ...
IEEE

Oversampling Techniques to Improve the Accuracy of Hardware-in-the-Loop Switching Models

Abstract: Real-time hardware-in-the-loop implementations for power converters involve digital sampling of the on–off signals that are applied to the switches. The most basic way of considering it, is ...
IEEE

Oversampling for Colored Noise ISI Channels

Abstract: We derive the channel capacity of colored noise ISI channels by the mutual information of a block based model, where we assume that the receiver samples the received signal at the rate ...
GitHub

rasbt/python-machine-learning-book-3rd-edition

Please note that these are just the code examples accompanying the book, which we uploaded for your convenience; be aware that these notebooks may not be useful without the formulae and descriptive ...