Normal

class Normal(loc, scale)

Bases: ContinuousDistribution

Class for the Normal (Gaussian) distribution.

Parameters:

• loc (float) – Mean of the distribution (mu). Can be any real number.

• scale (float) – Standard deviation of the distribution (sigma). Must be positive.

Variables:

• loc (float) – Mean of the distribution.

• scale (float) – Standard deviation of the distribution.

Methods

ppf(P)	Percent Point Function (PPF) or quantile function.
pdf(X)	Probability density function (PDF).
lpdf(X)	Log of the Probability Density Function (LPDF).
log_gradients(X)	Calculates the gradients of the log-PDF w.r.t.
generate(size)	Generates random samples from the distribution.