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Commits on Nov 6, 2015

• [SPARK-11217][ML] save/load for non-meta estimators and transformers

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  mengxr

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  jkbradley

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• [SPARK-10116][CORE] XORShiftRandom.hashSeed is random in high bits

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  squito

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  srowen

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• [SPARK-11514][ML] Pass random seed to spark.ml DecisionTree*

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  yu-iskw

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Commits on Nov 5, 2015

• [SPARK-10265][DOCUMENTATION, ML] Fixed @SInCE annotation to ml.regression

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  ehsanmok

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  mengxr

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• [SPARK-11473][ML] R-like summary statistics with intercept for OLS via normal equation solver

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  yanboliang

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  mengxr

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• [SPARK-11506][MLLIB] Removed redundant operation in Online LDA implementation

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  a1singh

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Commits on Nov 4, 2015

• [SPARK-10028][MLLIB][PYTHON] Add Python API for PrefixSpan

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  yu-iskw

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  mengxr

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• [SPARK-9492][ML][R] LogisticRegression in R should provide model statistics

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  yanboliang

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  mengxr

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Commits on Nov 3, 2015

• [SPARK-11349][ML] Support transform string label for RFormula

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  yanboliang

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  mengxr

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• [MINOR][ML] Fix naming conventions of AFTSurvivalRegression coefficients

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  yanboliang

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  mengxr

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• [SPARK-9836][ML] Provide R-like summary statistics for OLS via normal equation solver

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  yanboliang

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  mengxr

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• [MINOR][ML] removed the old getModelWeights function

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  DB Tsai

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• [SPARK-10592] [ML] [PySpark] Deprecate weights and use coefficients instead in ML models

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  vectorijk

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  DB Tsai

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• [SPARK-11343][ML] Allow float and double prediction/label columns in RegressionEvaluator

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  Dominik Dahlem

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  mengxr

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Commits on Nov 2, 2015

• [SPARK-11358][MLLIB] deprecate runs in k-means

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  mengxr

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• [SPARK-9722] [ML] Pass random seed to spark.ml DecisionTree*

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  yu-iskw

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Commits on Oct 31, 2015

• [SPARK-11385] [ML] foreachActive made public in MLLib's vector API

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  Nakul Jindal

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  DB Tsai

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Commits on Oct 30, 2015

• [SPARK-11207] [ML] Add test cases for solver selection of LinearRegres…

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  Lewuathe

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Commits on Oct 28, 2015

• [SPARK-11369][ML][R] SparkR glm should support setting standardize

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  yanboliang

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  mengxr

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• [SPARK-11332] [ML] Refactored to use ml.feature.Instance instead of WeightedLeastSquare.Instance

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  Nakul Jindal

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  DB Tsai

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• [MINOR][ML] fix compile warns

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  mengxr

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• [SPARK-11302][MLLIB] 2) Multivariate Gaussian Model with Covariance matrix returns incorrect answer in some cases

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  srowen

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  mengxr

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Commits on Oct 27, 2015

• [SPARK-10654][MLLIB] Add columnSimilarities to IndexedRowMatrix

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  Reza Zadeh

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  mengxr

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• [SPARK-11184][MLLIB] Declare most of .mllib code not-Experimental

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  srowen

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  mengxr

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Commits on Oct 23, 2015

• [SPARK-6723] [MLLIB] Model import/export for ChiSqSelector

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  Jayant Shekar

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  mengxr

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• [SPARK-11273][SQL] Move ArrayData/MapData/DataTypeParser to catalyst.util package

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Commits on Oct 21, 2015

• [SPARK-10082][MLLIB] minor style updates for matrix indexing after apache#8271

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  mengxr

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Commits on Oct 20, 2015

• [SPARK-10082][MLLIB] Validate i, j in apply DenseMatrices and SparseMatrices

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  MechCoder

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  mengxr

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• [SPARK-10261][DOCUMENTATION, ML] Fixed @SInCE annotation to ml.evaluation

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  Tijo Thomas

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  mengxr

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Commits on Oct 19, 2015

• [SPARK-10668] [ML] Use WeightedLeastSquares in LinearRegression with L…

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  Lewuathe

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  DB Tsai

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Commits on Oct 17, 2015

• [SPARK-9963] [ML] RandomForest cleanup: replace predictNodeIndex with predictImpl

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  lkhamsurenl

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  jkbradley

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• [SPARK-11029] [ML] Add computeCost to KMeansModel in spark.ml

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  hhbyyh

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  jkbradley

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Commits on Oct 16, 2015

• [SPARK-10599] [MLLIB] Lower communication for block matrix multiplication

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  brkyvz

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  jkbradley

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Commits on Oct 13, 2015

• [SPARK-11059] [ML] Change range of quantile probabilities in AFTSurvivalRegression

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  vectorijk

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  mengxr

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• [SPARK-7402] [ML] JSON SerDe for standard param types

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  mengxr

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