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Commits on Apr 27, 2021

• [SPARK-35150][ML] Accelerate fallback BLAS with dev.ludovic.netlib

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  luhenry

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  srowen

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• [SPARK-26164][SQL] Allow concurrent writers for writing dynamic partitions and bucket table

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  c21

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  cloud-fan

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Commits on Apr 25, 2021

• [SPARK-35024][ML] Refactor LinearSVC - support virtual centering

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  zhengruifeng

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Commits on Apr 14, 2021

• [SPARK-33882][ML] Add a vectorized BLAS implementation

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  luhenry

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Commits on Apr 9, 2021

• [SPARK-34989] Improve the performance of mapChildren and withNewChildren methods

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  dbaliafroozeh

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  hvanhovell

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Commits on Apr 7, 2021

• [SPARK-34969][SPARK-34906][SQL] Followup for Refactor TreeNode's children handling methods into specialized traits

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  dbaliafroozeh

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  hvanhovell

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Commits on Apr 3, 2021

• [SPARK-34950][TESTS] Update benchmark results to the ones created by GitHub Actions machines

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  HyukjinKwon

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  MaxGekk

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Commits on Mar 30, 2021

• [SPARK-34860][ML] Multinomial Logistic Regression with intercept support centering

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  zhengruifeng

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• [SPARK-34900][TEST] Make sure benchmarks can run using spark-submit cmd described in the guide

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  LuciferYang

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  HyukjinKwon

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Commits on Mar 26, 2021

• [SPARK-34858][SPARK-34448][ML] Binary Logistic Regression with intercept support centering

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  zhengruifeng

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  srowen

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Commits on Mar 24, 2021

• [SPARK-34797][ML] Refactor Logistic Aggregator - support virtual centering

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  zhengruifeng

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  srowen

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Commits on Mar 22, 2021

• [SPARK-34470][ML] VectorSlicer utilize ordering if possible

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  zhengruifeng

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Commits on Mar 20, 2021

• [MINOR][DOCS][ML] Doc 'mode' as a supported Imputer strategy in Pyspark

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  srowen

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Commits on Mar 8, 2021

• [SPARK-34545][SQL] Fix issues with valueCompare feature of pyrolite

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  peter-toth

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Commits on Feb 27, 2021

• [SPARK-34415][ML] Randomization in hyperparameter optimization

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  PhillHenry

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  srowen

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Commits on Feb 20, 2021

• [SPARK-7768][CORE][SQL] Open UserDefinedType as a Developer API

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  srowen

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Commits on Feb 10, 2021

• [SPARK-34080][ML][PYTHON][FOLLOW-UP] Update score function in UnivariateFeatureSelector document

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  viirya

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  HyukjinKwon

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Commits on Feb 9, 2021

• [MINOR][ML][TESTS] Increase tolerance to make NaiveBayesSuite more robust

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  WeichenXu123

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  HyukjinKwon

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Commits on Feb 6, 2021

• [SPARK-34356][ML] OVR transform fix potential column conflict

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  zhengruifeng

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  srowen

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• [SPARK-34291][ML] LSH hashDistance optimization

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  zhengruifeng

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  srowen

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Commits on Feb 5, 2021

• [MINOR][ML] Param Validation should throw IllegalArgumentException

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  zhengruifeng

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Commits on Feb 1, 2021

• [SPARK-34256][ML] VectorSlicer refine numFeatures checking and toString method

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  zhengruifeng

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Commits on Jan 28, 2021

• [SPARK-34275][CORE][SQL][MLLIB] Replaces filter and size with count

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  LuciferYang

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  HyukjinKwon

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Commits on Jan 27, 2021

• [SPARK-34189][ML] w2v findSynonyms optimization

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  zhengruifeng

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• [SPARK-34220][ML] BucketedRandomProjectionLSH transform optimization

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  zhengruifeng

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• [SPARK-33518][ML][FOLLOWUP] MatrixFactorizationModel use GEMV

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  zhengruifeng

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Commits on Jan 26, 2021

• [SPARK-31768][ML][FOLLOWUP] add getMetrics in Evaluators: cleanup

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  zhengruifeng

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  WeichenXu123

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Commits on Jan 21, 2021

• [SPARK-34047][ML] tree models saving: compute numParts according to numNodes

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  zhengruifeng

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• [MINOR][TESTS] Increase tolerance to 0.2 for NaiveBayesSuite

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  Loquats

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  dongjoon-hyun

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Commits on Jan 20, 2021

• [MINOR][ML] Increase the timeout for StreamingLinearRegressionSuite to 60s

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  liangz1

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  WeichenXu123

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Commits on Jan 18, 2021

• [SPARK-34093][ML] param maxDepth should check upper bound

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  zhengruifeng

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  srowen

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• [SPARK-34080][ML][PYTHON][FOLLOWUP] Add UnivariateFeatureSelector - make methods private

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  zhengruifeng

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  HyukjinKwon

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Commits on Jan 16, 2021

• [SPARK-34080][ML][PYTHON] Add UnivariateFeatureSelector

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  huaxingao

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  WeichenXu123

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Commits on Jan 15, 2021

• [SPARK-33346][CORE][SQL][MLLIB][DSTREAM][K8S] Change the never changed 'var' to 'val'

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  LuciferYang

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  srowen

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Commits on Jan 14, 2021

• [SPARK-34068][CORE][SQL][MLLIB][GRAPHX] Remove redundant collection conversion

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  LuciferYang

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  srowen

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