Code

Linear gaussian explainer#372

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martinju wants to merge 41 commits intomasterNorskRegnesentral/shapr:masterfrom linear_gaussian_explainerNorskRegnesentral/shapr:linear_gaussian_explainerCopy head branch name to clipboard

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Commits

Commits on Dec 6, 2023

• initial stuff on permutation alternative

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Commits on Dec 9, 2023

• brute force adding of paried sampling to permutation approach

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Commits on Dec 10, 2023

• paired sampling also for kernel

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Commits on Dec 13, 2023

• starting to set up the linear_gaussian explainer here

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• Merge remote-tracking branch 'origin/master' into permute

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• more work on linear_gaussian explainer

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• .

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Commits on Jan 12, 2024

• doc

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Commits on Jan 15, 2024

• bugfix

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• working permute version

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• script for testing pure permuting

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• force paired sampling and test linear_gaussian_model

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• starting to setup the mapping function, just initials

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Commits on Jan 16, 2024

• more work on linear explainer

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• complete, but not correct results so far

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• Issue

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• finally it works

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Commits on Jan 17, 2024

• more output

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• starting to build up separate X_from_perm_dt_linear_gaussian function

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• more on separate X mapper for linear gaussian

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• removing the Q computation to simplify + revert X_for_lin_mod

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Commits on Jan 18, 2024

• starting to write up direct Ucomputation function

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• implemented working direct approach

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• move to perm_list for lineargaussian

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• alter GHA to run only when "ready for review"

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Commits on Jan 19, 2024

• remove uncessary arguments

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• Merge remote-tracking branch 'origin/master' into permute

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Commits on Jan 23, 2024

• implement faster permutation sampling with the ranking/unraking approach

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Commits on Jan 24, 2024

• remove anything not directly needed by linear_gaussian

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Commits on Jan 25, 2024

• man + other fixes

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• clean up + new function for post-computing explanations

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• clears out NULL parameters from the parameters list

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Commits on Jan 26, 2024

• revert the clear NULL paramter stuff

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• update rds-files

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• styler

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• man

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• lintr, tests and messages

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• new test objects

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• styler

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• .

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Commits on Jan 29, 2024

• cleanup

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