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Add gradient check to minimization and decrease conditions #40

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@nicholaskl97 nicholaskl97 commented Feb 7, 2025

Checklist

  • Appropriate tests were added
  • Any code changes were done in a way that does not break public API
  • All documentation related to code changes were updated
  • The new code follows the
    contributor guidelines, in particular the SciML Style Guide and
    COLPRAC.
  • Any new documentation only uses public API

Additional context

Add option to train for the fixed point to be a local extremum of both $V$ and $\dot{V}$ by training for their gradients to be zero at the fixed point.

@nicholaskl97 nicholaskl97 marked this pull request as ready for review February 10, 2025 14:53
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