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[SPARK-12811] [ML] Estimator for Generalized Linear Models(GLMs) #11136

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[SPARK-12811] [ML] Estimator for Generalized Linear Models(GLMs) #11136

wants to merge 17 commits into from

Commits on Feb 9, 2016

  1. Initial version of Generalized Linear Regression

    @yanboliang
    yanboliang committed Feb 9, 2016
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  2. fix setParent

    @yanboliang
    yanboliang committed Feb 9, 2016
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Commits on Feb 11, 2016

  1. clear doc of numFeatures <= 4096, and fix default link

    @yanboliang
    yanboliang committed Feb 11, 2016
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  2. fix validateParams

    @yanboliang
    yanboliang committed Feb 11, 2016
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Commits on Feb 14, 2016

  1. add constriction to mu for family

    @yanboliang
    yanboliang committed Feb 14, 2016
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Commits on Feb 15, 2016

  1. Add clean for Gaussian, Poisson and Gamma

    @yanboliang
    yanboliang committed Feb 15, 2016
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Commits on Feb 23, 2016

  1. Do some refactor of GLM

    @yanboliang
    yanboliang committed Feb 23, 2016
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  2. Better documents

    @yanboliang
    yanboliang committed Feb 23, 2016
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Commits on Feb 24, 2016

  1. Add test with regularization against glmnet.

    @yanboliang
    yanboliang committed Feb 24, 2016
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  2. update doc

    @yanboliang
    yanboliang committed Feb 24, 2016
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  3. rename clean() to project()

    @yanboliang
    yanboliang committed Feb 24, 2016
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  4. Fix typos

    @yanboliang
    yanboliang committed Feb 24, 2016
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Commits on Feb 25, 2016

  1. Address comments

    @yanboliang
    yanboliang committed Feb 25, 2016
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Commits on Feb 26, 2016

  1. Rename MaxNumFeatures to MAX_NUM_FEATURES

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    yanboliang committed Feb 26, 2016
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Commits on Mar 1, 2016

  1. Fix test issues

    @yanboliang
    yanboliang committed Mar 1, 2016
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  2. Better error message

    @yanboliang
    yanboliang committed Mar 1, 2016
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  3. Use .rdd.map instead of .map

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    yanboliang committed Mar 1, 2016
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