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When an item in the distributions list is not a valid distribution, the fit method yields warnings, e.g.: WARNING:root:SKIPPED normal distribution (taking more than 30 seconds) WARNING:fitter.fitter:normal was not fitted. no parameters available
These are IMHO ambiguous and should be replaced by raising an exception
When an item in the
distributions
list is not a valid distribution, thefit
method yields warnings, e.g.:WARNING:root:SKIPPED normal distribution (taking more than 30 seconds)
WARNING:fitter.fitter:normal was not fitted. no parameters available
These are IMHO ambiguous and should be replaced by raising an exception
The above behaviour can be generated by the following commands
f = Fitter(data, distributions=['beta', 'gamma', 'normal'])
f.fit()
which yield the following result https://gist.github.com/amirpaster/c25bac5e4cacae04fe538742f8b6e1cf
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