Serveral different variants of gradient descent in Spark are implemented here, in order to enhance both the statistical efficiency and hardware efficiency of GLM(Generalized Linear Model) in Spark.
Affected algorithms in Spark
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Logistic Regression
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SVM
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Linear Regression
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Lasso
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Ridge Regression