Sirius: Visualization of Mixed Features as a Mutual Information Network Graph

1 code implementation • 9 Jun 2021 • Jane L. Adams, Todd F. Deluca, Christopher M. Danforth, Peter S. Dodds, Yuhang Zheng, Konstantinos Anastasakis, Boyoon Choi, Allison Min, Michael M. Bessey

Data scientists across disciplines are increasingly in need of exploratory analysis tools for data sets with a high volume of features of mixed data type (quantitative continuous and discrete categorical).

Dimensionality Reduction feature selection +1