Machine Learning

Music Artist Classification with Convolutional Recurrent Neural Networks

Previous attempts at music artist classification use frame level audio features which summarize frequency content within short intervals of time. Comparatively, more recent music information retrieval tasks take advantage of temporal structure in …


A Python Toolbox for Machine Learning Model Combination.

Employee Turnover Prediction with Machine Learning: A Reliable Approach

Supervised machine learning methods are described, demonstrated and assessed for the prediction of employee turnover within an organization. In this study, numerical experiments for real and simulated human resources datasets representing …

Python Outlier Detection Toolbox

PyOD--A Python Toolbox for Scalable Outlier Detection (Anomaly Detection).