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projplot: Utilities for Creating Projection Plots

Kanika Chopra, Martin Lysy -- University of Waterloo

November 14, 2022

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projplot provides a set of tools to assess whether or not an optimization algorithm has converged to a local optimum. Its main function does this by visualizing the "projection plots" of the objective function $f(\boldsymbol{x})$ -- that is, by plotting $f$ against each coordinate of $\boldsymbol{x}$ with the other coordinates fixed at the corresponding elements of the candidate optimal solution $\boldsymbol{x}_{opt}$.

This package has a similar goal to the R package optimCheck.

Installation

This package is available on PyPi and can be installed as follows:

pip install projplot

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