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Published July 15, 2020 | Version v1.1.0
Software Open

dynamicslab/pysindy: Cross-validation

Authors/Creators

  • 1. University of Washington
  • 2. @Ambrosys

Description

This release enables much easier cross-validation of SINDy models using Scikit-learn cross-validation tools. Major changes include:

  • t_default parameter added to the SINDy class. This parameter specifies the default time step that should be used whenever the t argument of a SINDy method is not used.
    • New notebook demonstrating cross-validation and other examples combining Scikit-learn and PySINDy objects.

More details can be found in #84.

Files

dynamicslab/pysindy-v1.1.0.zip

Files (3.5 MB)

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Additional details

Related works

Is supplement to
https://github.com/dynamicslab/pysindy/tree/v1.1.0 (URL)