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| * | Refactor SGD options into a new class.Shivaram Venkataraman2013-07-318-159/+143
* | | Merge pull request #786 from shivaram/mllib-javaMatei Zaharia2013-08-096-30/+285
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| * | | Remove Java-specific constructor for Rating.Shivaram Venkataraman2013-08-083-12/+3
| * | | Add a test case for random initialization.Shivaram Venkataraman2013-08-062-2/+13
| * | | Java examples, tests for KMeans and ALSShivaram Venkataraman2013-08-066-27/+280
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* / | Fixed a typo in mllib inline documentation.Reynold Xin2013-08-081-1/+1
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* | fixing formatting, style, and inputGinger Smith2013-08-051-36/+37
* | fixing formattingGinger Smith2013-08-051-16/+23
* | adding matrix factorization data generatorGinger Smith2013-08-021-0/+105
* | Increase Kryo buffer size in ALS since some arrays become bigMatei Zaharia2013-08-021-0/+1
* | Merge pull request #761 from mateiz/kmeans-generatorshivaram2013-07-312-4/+85
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| * | Turn on caching in KMeans.mainMatei Zaharia2013-07-311-1/+1
| * | Added data generator for K-meansMatei Zaharia2013-07-312-3/+84
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* | Merge pull request #753 from shivaram/glm-refactorMatei Zaharia2013-07-311-0/+165
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| * | Add bagel, mllib to SBT assembly.Shivaram Venkataraman2013-07-301-0/+165
* | | Use the Char version of split() instead of the String one for efficiencyMatei Zaharia2013-07-311-2/+2
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* | Minor style cleanup of mllib.Reynold Xin2013-07-305-35/+39
* | Use a tigher bound in logistic regression unit test's prediction validation.Reynold Xin2013-07-301-3/+4
* | Renamed Classification.scala to ClassificationModel.scala and Regression.scal...Reynold Xin2013-07-302-0/+0
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* made SimpleUpdater consistent with other updatersAmeet Talwalkar2013-07-291-1/+2
* Clarify how regVal is computed in Updater docsShivaram Venkataraman2013-07-291-8/+9
* Remove duplicate loss history and clarify why.Shivaram Venkataraman2013-07-293-13/+9
* Style fixXinghao2013-07-292-2/+4
* Fix validatePrediction functions for Classification modelsXinghao2013-07-292-4/+2
* Deleting extra LogisticRegressionGenerator and RidgeRegressionGeneratorXinghao2013-07-292-96/+0
* Fix rounding error in LogisticRegression.scalaXinghao2013-07-291-2/+4
* Replace map-reduce with dot operator using DoubleMatrixXinghao2013-07-284-8/+18
* Fixed SVM and LR train functions to take Int instead of Double for Classifica...Xinghao2013-07-283-22/+21
* Changed Classification to return Int instead of DoubleXinghao2013-07-287-30/+28
* SVMSuite and LassoSuite rewritten to follow closely with LogisticRegressionSuiteXinghao2013-07-282-35/+161
* Move data generators to utilXinghao2013-07-282-0/+0
* Change *_LocalRandomSGD to *LocalRandomSGDXinghao2013-07-286-41/+24
* Resolve conflicts with master, removed regParam for LogisticRegressionXinghao2013-07-266-64/+412
* New files from merge with masterXinghao2013-07-2615-7/+399
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| * Use a different validation dataset for Logistic Regression prediction testing.Reynold Xin2013-07-231-12/+17
| * Made RegressionModel serializable and added unit tests to make sure predict m...Reynold Xin2013-07-236-16/+42
| * Merge pull request #711 from shivaram/ml-generatorsMatei Zaharia2013-07-192-39/+75
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| | * Rename classes to be called DataGeneratorShivaram Venkataraman2013-07-182-3/+2
| | * Refactor data generators to have a function that can be used in tests.Shivaram Venkataraman2013-07-182-34/+71
| | * Move ML lib data generator files to util/Shivaram Venkataraman2013-07-172-2/+2
| * | Return Array[Double] from SGD instead of DoubleMatrixShivaram Venkataraman2013-07-172-6/+4
| * | Change weights to be Array[Double] in LR model.Shivaram Venkataraman2013-07-173-11/+15
| * | Rename loss -> stochasticLoss and add a note to explain why we haveShivaram Venkataraman2013-07-173-8/+13
| * | Allow initial weight vectors in LogisticRegression.Shivaram Venkataraman2013-07-175-32/+106
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| * Add Apache license headers and LICENSE and NOTICE filesMatei Zaharia2013-07-1619-1/+324
* | Making ClassificationModel serializableXinghao2013-07-261-1/+1
* | Rename LogisticRegression, SVM and Lasso to *_LocalRandomSGDXinghao2013-07-266-18/+18
* | Multiple changesXinghao2013-07-264-8/+9
* | Adding SVM and Lasso, moving LogisticRegression to classification from regres...Xinghao2013-07-2413-18/+642
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* Shuffle ratings in a more efficient way at start of ALSMatei Zaharia2013-07-151-4/+14