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Rudimentary first implementation of an Info object concept #45

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One remaining issue in the fundamental design of tpcp is that it was basically impossible to extract informations from the trainings process. This PR tests an approach, where it is possible to fill an "info" dictionary during a self_optimize (or run call). The Optimize method has been made aware of this object and stores it as a result. This way it can be accessed when running GridSearchCV or other methods.

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Closed in favor of #49

@AKuederle AKuederle closed this Oct 19, 2022
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