block6.python

from explainerdashboard.custom import *

class CustomDashboard(ExplainerComponent):
    def __init__(self, explainer, title="Custom Dashboard"):
        super().__init__(explainer)
        self.confusion = ConfusionMatrixComponent(explainer, 
                            hide_selector=True, hide_percentage=True, cutoff=0.75)
        self.contrib = ShapContributionsGraphComponent(explainer, 
                            hide_selector=True, hide_depth=True, hide_sort=True)
        
    def layout(self):
        return dbc.Container([
            dbc.Row([
                dbc.Col([
                    html.H1("Custom Demonstration:"),
                    html.H3("How to build your own layout by re-using ExplainerComponents.")
                ])
            ]),
            dbc.Row([
                dbc.Col([
                    self.confusion.layout(),
                ]),
                dbc.Col([
                    self.contrib.layout(),
                ])
            ])
        ])

ExplainerDashboard(explainer, CustomDashboard, hide_header=True).run()