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Commits on Aug 24, 2021

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

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  gengliangwang

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  dongjoon-hyun

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Commits on Aug 16, 2021

• [SPARK-36418][SQL] Use CAST in parsing of dates/timestamps with default pattern

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  MaxGekk

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  cloud-fan

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Commits on Aug 13, 2021

• [SPARK-36501][ML] Fix random col names in LSHModel.approxSimilarityJoin

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  timarmstrong

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  HyukjinKwon

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Commits on Aug 11, 2021

• [SPARK-36481][ML] Expose LogisticRegression.setInitialModel, like KMeans et al do

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  srowen

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  dbtsai

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Commits on Jul 22, 2021

• [SPARK-35848][MLLIB] Optimize some treeAggregates in MLlib by delaying allocations

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• [SPARK-35310][MLLIB] Update to breeze 1.2

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Commits on Jul 2, 2021

• [SPARK-35996][BUILD] Setting version to 3.3.0-SNAPSHOT

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  dongjoon-hyun

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Commits on Jun 24, 2021

• [SPARK-35678][ML][FOLLOWUP] Revert changes in ANN

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  zhengruifeng

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  HyukjinKwon

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• [SPARK-35678][ML][FOLLOWUP] softmax support offset and step

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  zhengruifeng

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  huaxingao

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Commits on Jun 20, 2021

• [SPARK-35832][CORE][ML][K8S][TESTS] Add LocalRootDirsTest trait

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  dongjoon-hyun

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Commits on Jun 18, 2021

• Revert "[SPARK-35678][ML][FOLLOWUP] softmax support offset and step"

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• [SPARK-35678][ML][FOLLOWUP] softmax support offset and step

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  zhengruifeng

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  huaxingao

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Commits on Jun 16, 2021

• [SPARK-35707][ML] optimize sparse GEMM by skipping bound checking

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  zhengruifeng

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• [SPARK-35666][ML] gemv skip array shape checking

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  zhengruifeng

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Commits on Jun 15, 2021

• [SPARK-35678][ML] add a common softmax function

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  zhengruifeng

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Commits on Jun 9, 2021

• [SPARK-35423][ML] PCA results should be consistent, If the Matrix contains both Sparse and Dense vectors

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  shahidki31

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  srowen

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Commits on Jun 7, 2021

• [SPARK-35619][ML] Refactor LinearRegression - make huber support virtual centering

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  zhengruifeng

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• [SPARK-35100][ML][FOLLOWUP] AFT cleanup

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  zhengruifeng

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Commits on Jun 2, 2021

• [SPARK-35100][ML] Refactor AFT - support virtual centering

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  zhengruifeng

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Commits on May 30, 2021

• [SPARK-35532][TESTS] Ensure mllib and kafka-0-10 module can be maven test independently in Scala 2.13

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  LuciferYang

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  dongjoon-hyun

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Commits on May 28, 2021

• [SPARK-35530][ML][TESTS] Fix rounding error in DifferentiableLossAggregatorSuite with Java 11

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  sarutak

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  HyukjinKwon

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Commits on May 12, 2021

• [SPARK-35295][ML] Replace fully com.github.fommil.netlib by dev.ludovic.netlib:2.0

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  luhenry

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  srowen

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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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  srowen

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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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  srowen

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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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