dsbox-corex

Return components/latent factors that explain the most multivariate mutual information in the data under Linear Gaussian model. For comparison, PCA returns components explaining the most variance in the data.


Keywords
d3m_primitive
License
Apache-2.0
Install
pip install dsbox-corex==1.2.0

Documentation

Corex featurization and modeling primitives for D3M envrionments

Featurization: (featurization with information regularization for continuous data (linear Gaussian model) and text (similar to LDA)) Corex continuous Corex text

Regression: (echo provides mutual information regularization: linear regression and neural network modeling primitives provided) EchoLinear EchoRegression EchoClassification