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Add L2/L1 regularization#179

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ablaom merged 7 commits intodevFluxML/MLJFlux.jl:devfrom add-regularization2FluxML/MLJFlux.jl:add-regularization2Copy head branch name to clipboardJul 19, 2021

+277-109

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Commits on Jul 9, 2021

• add penalized loss function and integrate with fit/update

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Commits on Jul 10, 2021

• add integration test for regularization

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• add doc-strings to the MLJFlux models

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• minor opimization for case of zero regularization

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• oops. Add forgotten module qualifier

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• typo

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Commits on Jul 13, 2021

• use sum(abs2, A) instead of sum(x^2 for x in A) in loss penalty

  

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