dbldatagen.distributions.normal_distribution module
This file defines the Normal / Gaussian statistical distributions related classes
- class Normal(mean, stddev)[source]
Bases:
DataDistribution- generateNormalizedDistributionSample()[source]
Generate sample of data for distribution
- Returns:
random samples from distribution scaled to values between 0 and 1
- static normal_func(mean_series: Series, std_dev_series: Series, random_seed: Series) Series[source]
Pandas / Numpy based function to generate normal / gaussian samples
- Parameters:
mean_series – pandas series of mean values
std_dev_series – pandas series of standard deviation values
random_seed – pandas series of random seed values
- Returns:
Samples scaled from 0 .. 1