API documentation

pdf

Core logic for the pdf definition.

class pdf.ProbabilityDensityFunction(x, y, k=3)

Class describing a probability density function.

Parameters:

• x (array-like) – The array of x values to be passed to the pdf, assumed to be sorted.
• y (array-like) – The array of y values to be passed to the pdf.
• k (int) – The order of the splines to be created.

prob(x1, x2)

Return the probability for the random variable to be included between x1 and x2.

Parameters:

• x1 (float or array-like) – The left bound for the integration.
• x2 (float or array-like) – The right bound for the integration.

rnd(size=1000)

Return an array of random values from the pdf.

Parameters:size (int) – The number of random numbers to extract.