Abstract: Highlights•We implemented the first publicly available version of the Mutual Information Diagram.•In addition, this implementation also presents the first interactive version of this diagram.•We also implemented the first interactive version of the Taylor Diagram.•We implemented two functional extensions to both diagrams.•We showcased the strengths and shortcomings of both diagrams in an extensive study with multiple data sets from three domains.
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