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Add linear regression #21

Merged
merged 38 commits into from
Sep 25, 2024
Merged

Add linear regression #21

merged 38 commits into from
Sep 25, 2024

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behrica
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@behrica behrica commented Sep 25, 2024

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@behrica behrica merged commit 60ed8aa into main Sep 25, 2024
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behrica added a commit that referenced this pull request Oct 12, 2024
* first draft of OLS

* added sigma and augment-fn

* fail on prediction

* added R output of same model

* added validation of column names for tidy-model fns

* made one liner

* commented out unused keys

* added augment validation

* added missing reuiqre to register OLS moddel

* added dynamic var to disable validation

* used columns lits from `main`

* integrated fastmath version of OLS

* completed statistics

* firt implementaion of `createdesign-matrix`

* fixed merge

* fixed tests

* added :metamorph/ols model

* implement predict for :fastmath/ols

* implemented predict for :metamorph.ml/ols

* fixed syntax

* marking the prediction column as `:prediction` in metamorph.ols & fastmath.ols model types

* - changed Clojure version

* build version

* adapted to changes in fastmath regression

* fixed devcontainer

* reverting version-related changes

* fixed a unnoticed merge conflict

* renamed devcontainer

* Revert "attached cat map to prediction"

This reverts commit cfd5e60.

* use fastmap 3.0alapha

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Co-authored-by: daslu <[email protected]>
@behrica behrica deleted the addLinearRegression branch October 12, 2024 10:34
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2 participants