Replace Python diagnostics with MCMCDiagnosticTools #267
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With MCMCDiagnosticTools v0.3.0, all diagnostics in Python ArviZ now have Julia implementations. arviz-devs/InferenceObjects.jl#50 extended the diagnostic methods to accept
InferenceDataandDatasetas inputs. This removes our forwards to the corresponding Python functions and instead exports and documents the methods from MCMCDiagnosticTools.Relates #130 and #129
Currently this is blocked until TuringLang/Turing.jl#1959 is merged.