aboutsummaryrefslogtreecommitdiff
path: root/mllib
Commit message (Collapse)AuthorAgeFilesLines
* Make XORShiftRandom explicit in KMeans and roll it back for RDDMarek Kolodziej2013-11-201-4/+4
|
* Updates to reflect pull request code reviewMarek Kolodziej2013-11-181-2/+3
|
* XORShift RNG with unit tests and benchmarkMarek Kolodziej2013-11-181-1/+1
| | | | | | | | | | | To run unit test, start SBT console and type: compile test-only org.apache.spark.util.XORShiftRandomSuite To run benchmark, type: project core console Once the Scala console starts, type: org.apache.spark.util.XORShiftRandom.benchmark(100000000)
* Merge branch 'master' into implicit-alsNick Pentreath2013-10-071-4/+4
|\
| * Merging build changes in from 0.8Patrick Wendell2013-10-051-4/+4
| |
* | Bumping up test matrix size to eliminate random failuresNick Pentreath2013-10-072-12/+12
| |
* | Style fix using 'if' rather than 'match' on booleanNick Pentreath2013-10-041-14/+13
| |
* | Fixing closing brace indentationNick Pentreath2013-10-041-1/+1
| |
* | Reverting to using comma-delimited splitNick Pentreath2013-10-041-1/+1
| |
* | Merge remote-tracking branch 'upstream/master' into implicit-alsNick Pentreath2013-10-041-1/+1
|\|
| * Update build version in masterPatrick Wendell2013-09-241-1/+1
| |
* | Merge remote-tracking branch 'upstream/master' into implicit-alsNick Pentreath2013-09-233-8/+331
|\|
| * Small tweaks to MLlib docsMatei Zaharia2013-09-082-8/+9
| |
| * respose to PR commentsAmeet Talwalkar2013-09-081-0/+322
| |
* | Adding algorithm for implicit feedback data to ALSNick Pentreath2013-09-063-54/+296
|/
* Add missing license headers found with RATMatei Zaharia2013-09-022-0/+34
|
* Move some classes to more appropriate packages:Matei Zaharia2013-09-0121-26/+43
| | | | | | * RDD, *RDDFunctions -> org.apache.spark.rdd * Utils, ClosureCleaner, SizeEstimator -> org.apache.spark.util * JavaSerializer, KryoSerializer -> org.apache.spark.serializer
* Fix some URLsMatei Zaharia2013-09-011-1/+1
|
* Initial work to rename package to org.apache.sparkMatei Zaharia2013-09-0140-136/+136
|
* Fix broken build by removing addInterceptShivaram Venkataraman2013-08-302-11/+8
|
* Merge pull request #863 from shivaram/etrain-ridgeEvan Sparks2013-08-2912-297/+755
|\ | | | | Adding linear regression and refactoring Ridge regression to use SGD
| * Center & scale variables in Ridge, Lasso.Shivaram Venkataraman2013-08-2510-228/+347
| | | | | | | | | | Also add a unit test that checks if ridge regression lowers cross-validation error.
| * Fixing typos in Java tests, and addressing alignment issues.Evan Sparks2013-08-184-16/+16
| |
| * Centralizing linear data generator and mllib regression tests to use it.Evan Sparks2013-08-189-282/+84
| |
| * Adding Linear Regression, and refactoring Ridge Regression.Evan Sparks2013-08-188-176/+713
| |
* | Merge pull request #819 from shivaram/sgd-cleanupEvan Sparks2013-08-298-48/+160
|\ \ | | | | | | Change SVM to use {0,1} labels
| * | Add an option to turn off data validation, test it.Shivaram Venkataraman2013-08-255-18/+28
| | | | | | | | | | | | | | | Also moves addIntercept to have default true to make it similar to validateData option
| * | Specify label format in LogisticRegression.Shivaram Venkataraman2013-08-131-0/+6
| | |
| * | Fix SVM model and unit test to work with {0,1}.Shivaram Venkataraman2013-08-135-12/+18
| | | | | | | | | | | | Also rename validateFuncs to validators.
| * | Change SVM to use {0,1} labels.Shivaram Venkataraman2013-08-137-26/+116
| |/ | | | | | | | | Also add a data validation check to make sure classification labels are always 0 or 1 and add an appropriate test case.
* | Fix code style and a nondeterministic RDD issue in ALSMatei Zaharia2013-08-221-11/+20
| |
* | Merge pull request #814 from holdenk/masterMatei Zaharia2013-08-221-7/+14
|\ \ | | | | | | Create less instances of the random class during ALS initialization.
| * | FixHolden Karau2013-08-151-2/+2
| | |
| * | Code review feedback :)Holden Karau2013-08-121-7/+7
| | |
| * | Use less instances of the random class during ALS setupHolden Karau2013-08-121-7/+14
| |/
* | Remove redundant dependencies from POMsJey Kottalam2013-08-181-4/+0
| |
* | Maven build now also works with YARNJey Kottalam2013-08-161-40/+0
| |
* | Don't mark hadoop-client as 'provided'Jey Kottalam2013-08-161-1/+0
| |
* | Maven build now works with CDH hadoop-2.0.0-mr1Jey Kottalam2013-08-161-27/+0
| |
* | Initial changes to make Maven build agnostic of hadoop versionJey Kottalam2013-08-161-33/+10
|/
* Merge pull request #812 from shivaram/maven-mllib-testsMatei Zaharia2013-08-126-7/+32
|\ | | | | Create SparkContext in beforeAll for MLLib tests
| * Create SparkContext in beforeAll for MLLib testsShivaram Venkataraman2013-08-116-7/+32
| | | | | | | | This overcomes test failures that occur using Maven
* | Clean up scaladoc in ML Lib.Shivaram Venkataraman2013-08-1117-60/+171
|/ | | | | Also build and copy ML Lib scaladoc in Spark docs build. Some more minor cleanup with respect to naming, test locations etc.
* Merge pull request #762 from shivaram/sgd-cleanupEvan Sparks2013-08-1121-417/+816
|\ | | | | Refactor SGD options into a new class.
| * Fix GLM code review comments and move java testsShivaram Venkataraman2013-08-104-6/+2
| |
| * Add setters for optimizer, gradient in SGD.Shivaram Venkataraman2013-08-082-8/+19
| | | | | | | | Also remove java-specific constructor for LabeledPoint.
| * Merge branch 'master' of git://github.com/mesos/spark into sgd-cleanupShivaram Venkataraman2013-08-066-6/+366
| |\ | | | | | | | | | | | | Conflicts: mllib/src/main/scala/spark/mllib/util/MLUtils.scala
| * | Refactor GLM algorithms and add Java testsShivaram Venkataraman2013-08-0620-169/+540
| | | | | | | | | | | | | | | | | | | | | | | | | | | This change adds Java examples and unit tests for all GLM algorithms to make sure the MLLib interface works from Java. Changes include - Introduce LabeledPoint and avoid using Doubles in train arguments - Rename train to run in class methods - Make the optimizer a member variable of GLM to make sure the builder pattern works
| * | Move implicit arg to constructor for Java access.Shivaram Venkataraman2013-08-031-4/+7
| | |
| * | Refactor optimizers and create GLMsShivaram Venkataraman2013-08-0210-286/+320
| | | | | | | | | | | | | | | | | | | | | This change refactors the structure of GLMs to use mixins which maintain a similar interface to other ML lib algorithms. This change also creates an Optimizer trait which allows GLMs to be extended to use other optimization techniques.
generated by cgit v1.2.3 (git 2.39.1) at 2024-07-28 19:53:37 +0000