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Multinomial logistic regression #159

Merged
merged 19 commits into from
Aug 31, 2021
Merged

Multinomial logistic regression #159

merged 19 commits into from
Aug 31, 2021

Commits on Aug 14, 2021

  1. Generalized argmin param across dimensions

    @YuhanLiin
    YuhanLiin committed Aug 14, 2021
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Commits on Aug 15, 2021

  1. Wrote multinomial loss and gradient

    @YuhanLiin
    YuhanLiin committed Aug 15, 2021
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  2. Partially done

    @YuhanLiin
    YuhanLiin committed Aug 15, 2021
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  3. Finished multi fitted model

    @YuhanLiin
    YuhanLiin committed Aug 15, 2021
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  4. Fixed non-test code

    @YuhanLiin
    YuhanLiin committed Aug 15, 2021
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  5. Implement dot and norm on ArgminParams

    @YuhanLiin
    YuhanLiin committed Aug 15, 2021
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  6. Everything compiles

    @YuhanLiin
    YuhanLiin committed Aug 15, 2021
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  7. Get rid of ndarray-linalg

    @YuhanLiin
    YuhanLiin committed Aug 15, 2021
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  8. Revert "Get rid of ndarray-linalg" 

    This reverts commit 2624bfd.
    @YuhanLiin
    YuhanLiin committed Aug 15, 2021
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Commits on Aug 16, 2021

  1. Fixed all tests to pass

    @YuhanLiin
    YuhanLiin committed Aug 16, 2021
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  2. Add test for multinomial loss and grad

    @YuhanLiin
    YuhanLiin committed Aug 16, 2021
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  3. Fix argmin param norm

    @YuhanLiin
    YuhanLiin committed Aug 16, 2021
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  4. Add multi logistic regression tests

    @YuhanLiin
    YuhanLiin committed Aug 16, 2021
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Commits on Aug 23, 2021

  1. Add docs

    @YuhanLiin
    YuhanLiin committed Aug 23, 2021
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Commits on Aug 25, 2021

  1. Get rid of some cloning in the tests

    @YuhanLiin
    YuhanLiin committed Aug 25, 2021
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Commits on Aug 26, 2021

  1. Fix comments and docs

    @YuhanLiin
    YuhanLiin committed Aug 26, 2021
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Commits on Aug 27, 2021

  1. Use CowArray and ArrayView to prevent copying

    @YuhanLiin
    YuhanLiin committed Aug 27, 2021
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Commits on Aug 28, 2021

  1. Merge branch 'master' into multinomial-logistic

    @YuhanLiin
    YuhanLiin committed Aug 28, 2021
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Commits on Aug 31, 2021

  1. Add getter for classes for fitted model

    @YuhanLiin
    YuhanLiin committed Aug 31, 2021
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