culebra.tools.abc.scripts module

Absctract base classes for some common scripts.

This module provides the following classes:

• TrainingTestDataGenerator, which implements the common preprocessing pipeline shared by all datasets

• TrainingTestFitnessFunctionsGenerator, which generate the training and test fitness functions from the training and test datasets

• TrainerGenerator, to generate a trainer from command-line parameters

• BatchGenerator, to generate a batch of experiments from command-line parameters

• BatchResultsAnalyzer, to analyze the results of trainer batches