[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-30 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r90395065 --- Diff: docs/ml-features.md --- @@ -1478,3 +1478,139 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-30 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r90395345 --- Diff: docs/ml-features.md --- @@ -1478,3 +1478,139 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-30 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r90394053 --- Diff: docs/ml-features.md --- @@ -1478,3 +1478,139 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-30 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r90394630 --- Diff: examples/src/main/scala/org/apache/spark/examples/ml/ApproxSimilarityJoinExample.scala --- @@ -0,0 +1,67 @@ +/* + * Licensed to the Apache

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2016-11-30 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r90395495 --- Diff: docs/ml-features.md --- @@ -1478,3 +1478,139 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-30 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r90395294 --- Diff: docs/ml-features.md --- @@ -1478,3 +1478,139 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-30 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r90395451 --- Diff: docs/ml-features.md --- @@ -1478,3 +1478,139 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

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2016-11-30 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r90394871 --- Diff: examples/src/main/scala/org/apache/spark/examples/ml/MinHashLSHExample.scala --- @@ -0,0 +1,54 @@ +/* + * Licensed to the Apache Software

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2016-11-30 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r90393584 --- Diff: docs/ml-features.md --- @@ -1478,3 +1478,139 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-30 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r90395459 --- Diff: docs/ml-features.md --- @@ -1478,3 +1478,139 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-30 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r90394571 --- Diff: examples/src/main/scala/org/apache/spark/examples/ml/ApproxSimilarityJoinExample.scala --- @@ -0,0 +1,67 @@ +/* + * Licensed to the Apache

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-30 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r90393279 --- Diff: docs/ml-features.md --- @@ -1478,3 +1478,139 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

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2016-11-30 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r90393263 --- Diff: docs/ml-features.md --- @@ -1478,3 +1478,139 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

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2016-11-27 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r89711243 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-27 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r89711247 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-27 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r89711255 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-27 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r89711233 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-27 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r89711231 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-27 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r89711207 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-27 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r89711204 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-27 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r89711166 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

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2016-11-27 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r89711162 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-27 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r89711165 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

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2016-11-09 Thread thunterdb
Github user thunterdb commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r87116504 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

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2016-11-09 Thread thunterdb
Github user thunterdb commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r87113033 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

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2016-11-09 Thread thunterdb
Github user thunterdb commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r87113839 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

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2016-11-09 Thread thunterdb
Github user thunterdb commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r87113728 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

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2016-11-09 Thread thunterdb
Github user thunterdb commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r87116350 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,134 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

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2016-11-09 Thread thunterdb
Github user thunterdb commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r87116745 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

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2016-11-09 Thread thunterdb
Github user thunterdb commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r87116485 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

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2016-11-09 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r87165516 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-09 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r87164912 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-09 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r87175662 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-09 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r87173480 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-09 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r87175435 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-09 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r87168841 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-09 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r87169463 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-09 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r87175248 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

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2016-11-09 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r87175398 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

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2016-11-09 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r87175604 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-09 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r87175944 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-09 Thread MLnick
Github user MLnick commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r87164985 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,149 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

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2016-11-07 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r86889880 --- Diff: examples/src/main/scala/org/apache/spark/examples/ml/RandomProjectionExample.scala --- @@ -0,0 +1,56 @@ +/* + * Licensed to the Apache

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-07 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r86889863 --- Diff: examples/src/main/java/org/apache/spark/examples/ml/JavaRandomProjectionExample.java --- @@ -0,0 +1,72 @@ +/* + * Licensed to the Apache

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-07 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r86889844 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,134 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-07 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r86889702 --- Diff: examples/src/main/java/org/apache/spark/examples/ml/JavaRandomProjectionExample.java --- @@ -0,0 +1,72 @@ +/* + * Licensed to the Apache

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-07 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r86889774 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,134 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-07 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r86877678 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,134 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

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2016-11-07 Thread bravo-zhang
Github user bravo-zhang commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r86795061 --- Diff: examples/src/main/java/org/apache/spark/examples/ml/JavaRandomProjectionExample.java --- @@ -0,0 +1,72 @@ +/* + * Licensed to the

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2016-11-07 Thread bravo-zhang
Github user bravo-zhang commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r86795179 --- Diff: examples/src/main/scala/org/apache/spark/examples/ml/RandomProjectionExample.scala --- @@ -0,0 +1,56 @@ +/* + * Licensed to the

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2016-11-07 Thread srowen
Github user srowen commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r86742539 --- Diff: examples/src/main/java/org/apache/spark/examples/ml/JavaRandomProjectionExample.java --- @@ -0,0 +1,72 @@ +/* + * Licensed to the Apache

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2016-11-07 Thread srowen
Github user srowen commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r86744662 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,134 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

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2016-11-07 Thread srowen
Github user srowen commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r86744734 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,134 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

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2016-11-07 Thread srowen
Github user srowen commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r86746611 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,134 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-07 Thread srowen
Github user srowen commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r86743892 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,134 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-07 Thread srowen
Github user srowen commented on a diff in the pull request: https://github.com/apache/spark/pull/15795#discussion_r86744459 --- Diff: docs/ml-features.md --- @@ -1396,3 +1396,134 @@ for more details on the API. {% include_example python/ml/chisq_selector_example.py %}

[GitHub] spark pull request #15795: [SPARK-18081] Add user guide for Locality Sensiti...

2016-11-06 Thread Yunni
GitHub user Yunni opened a pull request: https://github.com/apache/spark/pull/15795 [SPARK-18081] Add user guide for Locality Sensitive Hashing(LSH) ## What changes were proposed in this pull request? The user guide for LSH is added to ml-features.md, with several scala/java