The package implements 86 variants of the Synthetic Minority Oversampling Technique (SMOTE). Besides the implementations, an easy to use model selection framework is supplied to enable the rapid ...

Topological Data Analysis (TDA) and Topological Machine Learning (TML) comprise a set of powerful techniques whose ability to extract robust geometric information has led to novel insights in the ...

Long Short-Term Memory (LSTM) is a particular type of Recurrent Neural Network (RNN) that can retain important information over time using memory cells. This project includes understanding and ...