Full list of methods available (Version 0.1.0)

Although the following list of methods is given per module basis, that is just to reflect the separate focus areas. Keeping with the goal of simple API, all of these modules are internally inherited in the main class.

So, an user can just declare model = mlr(), fit the model with some data, model.fit(X,y) and then call any of the following methods on the same object model. You do not need to call separate modules, at this point.

Data_plots module

Diagnostics_plots module

Inference module

Metrics module

Multicollinearity module

Outliers module

More features will be added in the future releases!