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Require plot_gp inputs const and bounds to be given as dictionaries #421

@hpesonen

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@hpesonen

Summary:

Currently plot_gp-method of BayesianOptimization takes const and bounds as numpy.array and list of tuples, respectively. To make API more robust, these should be input as dictionaries.

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