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Utilities module

timecave.utils

This module contains utility functions to help the users make the most of their data. More specifically, it provides routines to aid users during the data collection process and validation procedures.

Functions:

Name Description
Nyquist_min_samples

Computes the minimum amount of samples needed to capture a frequency of interest using the Nyquist theorem.

heuristic_min_samples

Computes the minimum amount of samples needed to capture a frequency of interest using an heuristic algorithm.

true_test_indices

Readies an array of validation indices for insertion into a model.