Fix mutability issue with the configuration#1
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This fixes a major issue with the current implementation. Setting a parameter modifies
self.params, which is also theCONFIGdictionary since the reference is shared, meaning that any subsequent instantiation ofCoreAPIwill silently inherit the settings of the previous instance if they are not overridden.