Sampling Module

powergama.sampling.sampleProfileData(data, samplesize, sampling_method)

Sample data from full-year time series

Parameters:

data : GridData object

Sample from data.profiles

samplesize : int

size of sample

sampling_method : str

‘kmeans’, ‘uniform’, EXPERIMENTAL: ‘kmeans_scale’, ‘lhs’, (‘mmatching’, ‘meanshift’)

Returns:

reduced data matrix according to sample size and method