palantiri.GraphPlotHandlers module

class palantiri.GraphPlotHandlers.DecisionTreePlotHandler(decision_tree, feature_names, **params)

Bases: palantiri.GraphPlotHandlers.GraphPlotHandler

The decision tree plot handler - handles all the decision tree related plots.

class palantiri.GraphPlotHandlers.GraphPlotHandler(graph, node_data_key=None, **params)

Bases: palantiri.BasePlotHandlers.PlotHandler

The graph plot handler - handles all the graph related plots.

build_graph_figure(figure_layout=Layout(), pos=None)

Building the graph plot figure.

:param figure_layout: a plot.ly layout object.

:param pos: the position of each node - if none: spring layout is used for position - {node_number:[x,y]}.

graph()

Getter for the graph

:return: the graph

plot_graph(figure_layout=None)

Plotting the graph figure.

:param figure_layout: a plot.ly layout object.

class palantiri.GraphPlotHandlers.RandomForestPlotHandler(random_forest, feature_names, **params)

Bases: palantiri.GraphPlotHandlers.GraphPlotHandler

The random forest plot handler - handles all the random forest related plots.

build_graph_figure(figure_layout=Layout(), pos=None)

Building the graph plot figure.

:param figure_layout: a plot.ly layout object.

:param pos: place holder

plot_graph(figure_layout=None)

Plotting the random forest graph figure.

:param figure_layout: a plot.ly layout object.