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Add loggamma about distfit HOT 3 CLOSED

erdogant avatar erdogant commented on May 27, 2024
Add loggamma

from distfit.

Comments (3)

erdogant avatar erdogant commented on May 27, 2024

Thanks! The loggamma is already part of distfit.
For example:

from distfit import distfit
X = np.random.normal(0, 2, 5000)
y = [-8,-6,0,1,2,3,4,5,6]
dist = distfit(distr='loggamma')
dist.fit_transform(X)
dist.plot()

Is this what you mean?

from distfit.

tirthajyoti avatar tirthajyoti commented on May 27, 2024

Yes, it is what I meant. However, is it not included in your regular default/popular run?

When I ran,

dist = distfit(todf=True)
dist.fit_transform(dataset)
dist.plot()

The result did not include loggamma and the lowest RSS was for the beta which produced large, unnatural parameters. In my case, the loggamma produced a far lower RSS score and would have been selected as the best one in the default run. I guess it's not that popular, so your popular choice does not include it.

You can close the issue now.

from distfit.

erdogant avatar erdogant commented on May 27, 2024

Well, "popular" is not a fixed list. I included loggamma in the list.

Update with:

pip install -U distfit

from distfit.

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