Derivative Estimation API - Githubissues

Willcox-Research-Group / rom-operator-inference-Python3

Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.

https://willcox-research-group.github.io/rom-operator-inference-Python3

MIT License

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Derivative Estimation API #58

Closed shanemcq18 closed 5 months ago

shanemcq18 commented 5 months ago

Expanded the ddt submodule (but no API changes to existing functions).

New backward, central, and forward difference schemes up to sixth order.
New DerivativeEstimatorTemplate class for implementing custom derivative estimation strategies.
New UniformFiniteDifference and NonuniformFiniteDifference convenience classes for working with ROM classes in the future.
Better documentation of the module.

The documentation was also updated to JupyterBook 1.0.0, a significant improvement to the look and feel.