Python library for univariate regression, interpolation, and smoothing

Re:Python library for univariate regression, interpolation, ... by codeboy7432 on Tuesday August 30, 2022 @12:04PM (#32651972)

I did look into stats models, but this was a large library with more than I needed. I did not look into R.. Are there any lightweight alternatives in this language?

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Re:Python library for univariate regression, interpolation, ... by clircle on Tuesday August 30, 2022 @05:45PM (#32655559)

I think most or all of these models are in the R Standard lib

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Re:Python library for univariate regression, interpolation, ... by wdkrnls on Tuesday August 30, 2022 @07:10PM (#32656369)

Not all as far as I know. For ridge regression you will want to install glmnet, for example. mgcv which is usually shipped with R provides access to a few common fast kernels which seem to be the ones python programmers are familiar with.

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Re:Python library for univariate regression, interpolation, ... by clircle on Tuesday August 30, 2022 @08:36PM (#32656953)

Can use lm.ridge from MASS instead of glmnet, but yeah there’s going to be some smoother not in R standard library

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Re:Python library for univariate regression, interpolation, ... by wdkrnls on Tuesday August 30, 2022 @07:13PM (#32656389)

mgcv also provides many more varieties of splines than base R.

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