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I have a large matrix (150000 by 32000) I am trying to run a linear SVC using scikit-learn to perform a lasso regression
``` lsvc = LinearSVC(C=0.01, penalty="l1", dual=False).fit(df, y) ```
I …
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(a mixed bag of issues, without overview or references for actual algorithms)
triggered by looking at some literature for robust transformation (box-cox issue and PR)
https://github.com/statsmodels/st…
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### pycaret version checks
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- [X] I have confirmed this bug exists on the [la…
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## Report needed documentation
Firstly, thanks for the project! I'm really looking forward to being able to combine these classical ML approaches with deep learning all on the GPU.
There should …
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Hi, very interesting package! I might be doing something wrong, but I also may have found a bug. The pyuoi linear models are subclasses of `sklearn.base.MultiOutputMixin` (i.e. `isinstance(model, Mult…
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This is an issue to keep track of how Linear Models, Ridge, Lasso perform on the following toy problem:
```
x
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Park and Casella 2008:
http://www.tandfonline.com/doi/abs/10.1198/016214508000000337
Chris Hans 2009:
https://doi.org/10.1093/biomet/asp047
`blasso` in CARET/monomvn:
https://cran.r-project.o…
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### pycaret version checks
- [X] I have checked that this issue has not already been reported [here](https://github.com/pycaret/pycaret/issues).
- [X] I have confirmed this bug exists on the [latest…
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Please consider adding an example for [LASSO regression](https://www.statsmodels.org/devel/generated/generated/statsmodels.regression.linear_model.OLS.fit_regularized.html#statsmodels.regression.linea…
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# Short Question Description
* _How did this question come about?_ I would like to see which regression model would discord unneeded data columns (e.g. Lasso and ElasticNet), and which regressors (e.…