Project Structure

Graphs

This module contains classes and methods for creating usefull plots and graphs

Methods

roc(y_true, y_pred, name='')

rocs(y_true, y_pred, colors, names, name='')

cap(y_true, y_pred, figsize=[15,15])

pr_curve(y_true, y_pred)

pr_curves(y_true, y_pred, colors, names, name="")

one_bin_barchart(binning, size = 5)

binning_barchart(bins, size = 3)

VariableInteraction(X_train, y_train,

---

Modeling

This module contains classes and methods for building models

---

Utilities

This module contains classes and methods for model quality assessment: metrics and so on