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* Use a different validation dataset for Logistic Regression prediction testing.Reynold Xin2013-07-231-12/+17
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* Made RegressionModel serializable and added unit tests to make sure predict ↵Reynold Xin2013-07-236-16/+42
| | | | methods would work.
* Merge pull request #711 from shivaram/ml-generatorsMatei Zaharia2013-07-192-39/+75
|\ | | | | Move ML lib data generator files to util/
| * Rename classes to be called DataGeneratorShivaram Venkataraman2013-07-182-3/+2
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| * Refactor data generators to have a function that can be used in tests.Shivaram Venkataraman2013-07-182-34/+71
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| * Move ML lib data generator files to util/Shivaram Venkataraman2013-07-172-2/+2
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* | Return Array[Double] from SGD instead of DoubleMatrixShivaram Venkataraman2013-07-172-6/+4
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* | Change weights to be Array[Double] in LR model.Shivaram Venkataraman2013-07-173-11/+15
| | | | | | | | Also ensure weights are initialized to a column vector.
* | Rename loss -> stochasticLoss and add a note to explain why we haveShivaram Venkataraman2013-07-173-8/+13
| | | | | | | | multiple train methods.
* | Allow initial weight vectors in LogisticRegression.Shivaram Venkataraman2013-07-175-32/+106
|/ | | | | Also move LogisticGradient to the LogisticRegression file and fix the unit tests log path.
* Add Apache license headers and LICENSE and NOTICE filesMatei Zaharia2013-07-1619-1/+324
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* Shuffle ratings in a more efficient way at start of ALSMatei Zaharia2013-07-151-4/+14
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* Make number of blocks in ALS configurable and lower the defaultMatei Zaharia2013-07-151-4/+5
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* Fix a commentMatei Zaharia2013-07-141-1/+1
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* Some optimizations to loading phase of ALSMatei Zaharia2013-07-141-13/+32
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* renamed with labeled prefixAmeet Talwalkar2013-07-085-6/+6
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* update to use ListBuffer, faster than Vector for append operationsryanlecompte2013-07-071-5/+9
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* fix formatting and use Vector instead of List to maintain orderryanlecompte2013-07-061-10/+8
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* make binSearch a tail-recursive methodryanlecompte2013-07-051-14/+23
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* Replaced string constants in testMatei Zaharia2013-07-051-4/+7
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* Renamed files to match packageMatei Zaharia2013-07-0518-0/+0
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* Addressed style comments from Ryan LeCompteMatei Zaharia2013-07-053-13/+13
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* Renamed ML package to MLlib and added it to classpathMatei Zaharia2013-07-0522-0/+2947