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Nonlinear extensions#1

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pblieske wants to merge 28 commits intomainfschur/robust_deconfounding:mainfrom nonlinear_extensionsfschur/robust_deconfounding:nonlinear_extensionsCopy head branch name to clipboard

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Commits on Jan 24, 2025

• added file for nonlinear experiments

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  ba13c8a

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• added and commented code

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Commits on Jan 25, 2025

• added config.json and folder results

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Commits on Jan 27, 2025

• added help functions to compute the design matrix

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• added nonlinear data generators

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• commented

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• added transformation for the nonlinear extensions

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• small things

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• debugging

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• added file for plotting

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• debugging

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• uploaded ozone dataset

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• added ozone example

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• added confidence interval

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• added ozone example

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• added property to acess transfromed sample

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• added property inliers

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• debugging

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• add comments

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• added pyGAM

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• small changes

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• results of nonlinear experiments

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• added results of the nonlinear experiments

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• added sigmoid experiment

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Commits on Jan 28, 2025

• small things

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• plotted results of sigmoid function on two seperate axis

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Commits on Feb 7, 2025

• update results

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• change L^1-error

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