normal

final class boring_math.probability_distributions.distributions.normal.Normal(mu: float = 0.0, sigma: float = 1.0)

Class for visualizing Normal distributions.

Note

The Normal, also called Gaussian, distribution is a continuous probability distribution with probability density function

f(x) = (1/√(2πσ²))exp(-(x-μ)²/2σ²)

where

μ = mu = mean value

σ = sigma = standard deviation

__add__(other: Self) → Self

Add together two Normal distributions.

__init__(mu: float = 0.0, sigma: float = 1.0)

__repr__() → str

Return repr(self).

cdf(x: float) → float

Normal cumulative probability distribution function.

pdf(x: float) → float

Normal probability distribution function.