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{{ objname }}
{{ underline }}{{ underline }}
.. plot::
:include-source: False
import openturns as ot
import openturns.experimental as otexp
from matplotlib import pyplot as plt
from openturns.viewer import View
ot.RandomGenerator.SetSeed(0)
if hasattr(ot, "{{ objname }}"):
factory = ot.{{ objname }}()
else:
factory = otexp.{{ objname }}()
ref = factory.build()
dimension = ref.getDimension()
if dimension <= 2:
if dimension == 1:
sample = ref.getSample(50)
distribution = factory.build(sample)
distribution.setDescription(['$t$'])
pdf_graph = distribution.drawPDF(256)
cloud = ot.Cloud(sample, ot.Sample(sample.getSize(), 1))
cloud.setColor('blue')
cloud.setPointStyle('fcircle')
pdf_graph.add(cloud)
pdf_graph.setTitle(str(distribution))
fig = plt.figure(figsize=(10, 4))
pdf_axis = fig.add_subplot(111)
View(pdf_graph, figure=fig, axes=[pdf_axis], add_legend=False)
else:
sample = ref.getSample(500)
distribution = factory.build(sample)
distribution.setDescription(['$t_0$', '$t_1$'])
pdf_graph = distribution.drawPDF([256]*2)
cloud = ot.Cloud(sample)
cloud.setColor('red')
cloud.setPointStyle('fcircle')
pdf_graph.add(cloud)
pdf_graph.setTitle(str(distribution))
fig = plt.figure(figsize=(10, 4))
pdf_axis = fig.add_subplot(111)
View(pdf_graph, figure=fig, axes=[pdf_axis], add_legend=False, square_axes=True)
.. currentmodule:: {{ module }}
.. autoclass:: {{ objname }}
{% block methods %}
.. automethod:: __init__
{% endblock %}
.. minigallery:: {{module}}.{{objname}}
:add-heading: Examples using the class
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