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2015-05-18 Thread viirya
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2015-05-18 Thread dbtsai
Github user dbtsai commented on the pull request: https://github.com/apache/spark/pull/6209#issuecomment-103112900 LGTM cc: @mengxr @srowen @jkbradley --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project

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2015-05-18 Thread mengxr
Github user mengxr commented on the pull request: https://github.com/apache/spark/pull/6209#issuecomment-103179923 I will take a pass on the changes. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does

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2015-05-18 Thread mengxr
Github user mengxr commented on the pull request: https://github.com/apache/spark/pull/6209#issuecomment-10595 LGTM. Merged into master and branch-1.4. I will test the Mima excludes to make them minimal. Please update the naive Bayes PR. Thanks! --- If your project is set up for

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2015-05-18 Thread viirya
Github user viirya commented on the pull request: https://github.com/apache/spark/pull/6209#issuecomment-103292573 I just found the original `gemv` for `SparseMatrix` and `DenseVector` has a bug that it only scales `y` when `beta != 0.0`. We should fix it too. --- If your project is

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2015-05-18 Thread mengxr
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2015-05-17 Thread dbtsai
Github user dbtsai commented on a diff in the pull request: https://github.com/apache/spark/pull/6209#discussion_r30473026 --- Diff: mllib/src/main/scala/org/apache/spark/mllib/linalg/BLAS.scala --- @@ -473,44 +473,161 @@ private[spark] object BLAS extends Serializable with

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2015-05-17 Thread dbtsai
Github user dbtsai commented on a diff in the pull request: https://github.com/apache/spark/pull/6209#discussion_r30473011 --- Diff: mllib/src/main/scala/org/apache/spark/mllib/linalg/BLAS.scala --- @@ -473,44 +473,161 @@ private[spark] object BLAS extends Serializable with

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2015-05-17 Thread dbtsai
Github user dbtsai commented on the pull request: https://github.com/apache/spark/pull/6209#issuecomment-102837804 Finally in `sealed trait Matrix`, change ``` /** Convenience method for `Matrix`-`DenseVector` multiplication. */ def multiply(y: DenseVector): DenseVector

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2015-05-17 Thread debasish83
Github user debasish83 commented on the pull request: https://github.com/apache/spark/pull/6209#issuecomment-102840355 Are there runtime comparisons posted with vector*vector operations for these changes BLAS-1 vs BLAS-2 ? SparseMatrix * SparseVector compared to Array[SparseVector] x

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2015-05-16 Thread dbtsai
Github user dbtsai commented on a diff in the pull request: https://github.com/apache/spark/pull/6209#discussion_r30467355 --- Diff: mllib/src/main/scala/org/apache/spark/mllib/linalg/BLAS.scala --- @@ -473,13 +473,16 @@ private[spark] object BLAS extends Serializable with Logging

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2015-05-16 Thread dbtsai
Github user dbtsai commented on a diff in the pull request: https://github.com/apache/spark/pull/6209#discussion_r30467388 --- Diff: mllib/src/main/scala/org/apache/spark/mllib/linalg/BLAS.scala --- @@ -500,6 +503,55 @@ private[spark] object BLAS extends Serializable with Logging

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2015-05-16 Thread dbtsai
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2015-05-16 Thread dbtsai
Github user dbtsai commented on a diff in the pull request: https://github.com/apache/spark/pull/6209#discussion_r30467442 --- Diff: mllib/src/main/scala/org/apache/spark/mllib/linalg/BLAS.scala --- @@ -500,6 +503,55 @@ private[spark] object BLAS extends Serializable with Logging

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2015-05-16 Thread dbtsai
Github user dbtsai commented on a diff in the pull request: https://github.com/apache/spark/pull/6209#discussion_r30467430 --- Diff: mllib/src/main/scala/org/apache/spark/mllib/linalg/BLAS.scala --- @@ -473,13 +473,16 @@ private[spark] object BLAS extends Serializable with Logging

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2015-05-16 Thread dbtsai
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2015-05-16 Thread dbtsai
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2015-05-16 Thread dbtsai
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2015-05-15 Thread viirya
GitHub user viirya opened a pull request: https://github.com/apache/spark/pull/6209 [SPARK-7681][MLlib] Add SparseVector support for gemv with DenseMatrix JIRA: https://issues.apache.org/jira/browse/SPARK-7681 You can merge this pull request into a Git repository by running:

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2015-05-15 Thread viirya
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