plot.GenPlot Class Reference

Inheritance diagram for plot.GenPlot:

Collaboration diagram for plot.GenPlot:

Public Member Functions
def	__init__ (self, total_gens=500)
def	load_exp_data (self, folder)
def	plot_curves (self, data, title, labels, y_axis, axes, use_std=False, gen=True)
def	plot_violins (self, data, title, labels, y_axis, axes)
def	mwu (self, coverage_data, names)
def	holm_bonferroni (self, p_values)

Public Attributes
	total_gens
	colors

Constructor & Destructor Documentation

def plot.GenPlot.__init__	(		self,
			total_gens = 500
	)

Constructor
:param total_gens: Total generations to plot

Member Function Documentation

def plot.GenPlot.holm_bonferroni	(		self,
			p_values
	)

Holm-Bonferroni method calculator. Prints the correlation between the methods
:param p_values: MWU p values

def plot.GenPlot.load_exp_data	(		self,
			folder
	)

Function to load experimental data to plot
:param folder: Folder path in which the data are
:return: If path does not exist: None, None, None. If the path exists: coverage, gen_surprise, archive_size

def plot.GenPlot.mwu	(		self,
			coverage_data,
			names
	)

Mann-Whitney U test calculator
:param coverage_data: Data on which to calculate the test
:param names: Methods names
:return:

def plot.GenPlot.plot_curves	(		self,
			data,
			title,
			labels,
			y_axis,
			axes,
			use_std = False,
			gen = True
	)

Plot the curves of the data
:param data: List of data lists. Dimensions are: [method, seed, gen]
:param title: Title of the graph
:param labels: Labels of each line
:param y_axis: Label of y axis
:param axes: Pyplot axes
:param use_std: Flag to choose if to use std deviation or min_max for the error bands
:param gen: Generations or number of agents along the x axis

def plot.GenPlot.plot_violins	(		self,
			data,
			title,
			labels,
			y_axis,
			axes
	)

Plot violins plots
:param data: List of data lists. Dimensions are: [method, seed, gen]
:param title: Graph title
:param labels: Labels of each line
:param y_axis: Label of y axis
:param axes: Pyplot axes

Member Data Documentation

plot.GenPlot.colors

plot.GenPlot.total_gens

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The documentation for this class was generated from the following file:

• scripts/plot.py