File: MonteCarloExperiment.py

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import openturns as ot
from matplotlib import pyplot as plt
import openturns.viewer as otv


# Generate sample with the given plane
distribution = ot.JointDistribution([ot.Uniform(0, 1)] * 2)
size = 10
experiment = ot.MonteCarloExperiment(distribution, size)

sample = experiment.generate()

# Create an empty graph
graph = ot.Graph("Monte Carlo experiment", "x1", "x2", True, "")

# Create the cloud
cloud = ot.Cloud(sample, "blue", "fsquare", "")

# Then, draw it
graph.add(cloud)
fig = plt.figure(figsize=(4, 4))
axis = fig.add_subplot(111)
axis.set_xlim(auto=True)
otv.View(graph, figure=fig, axes=[axis], add_legend=False)