dynadojo.challenges#

Contains a Challenge class and several commonly used subclasses. The Challenge class is a stand-alone class that can also be extended.

Classes

Challenge

Challenge class used to benchmark algorithms and systems.

FixedComplexity

Challenge where complexity is fixed, training set size is varied, and error is measured.

FixedError

Challenge where the target error is fixed and the latent dimensionality is varied and the number of training samples to achieve the error is measured.

FixedTrainSize

Challenge where the size of the training set is fixed, the complexity of the system is varied, and the error is measured.