dynadojo#

An extensible platform for benchmarking sample efficiency in dynamical system identification

Modules

dynadojo.abstractions

This module contains abstract base classes for systems and algorithms.

dynadojo.baselines

Baseline and state-of-the-art algorithms for dynamical systems identification.

dynadojo.challenges

Contains a Challenge class and several commonly used subclasses.

dynadojo.systems

Collection of off-the-shelf dynamical systems and common abstract baseclass extensions of AbstractSystem.

dynadojo.utils

Collection of helper functions mainly used for visualizing DynaDojo systems.

dynadojo.wrappers

Wrappers are a convenient way to modify an existing DynaDojo object without having to alter the underlying code directly.