├── .gitignore ├── README.md ├── docs ├── README.md ├── _config.yml ├── _layouts │ ├── 404.html │ └── global.html ├── _plugins │ └── copy_api_dirs.rb ├── _site │ ├── README.md │ ├── algorithms.html │ ├── classification.html │ ├── clustering.html │ ├── collab-filtering.html │ ├── css │ │ ├── bootstrap-responsive.css │ │ ├── bootstrap-responsive.min.css │ │ ├── bootstrap.css │ │ ├── bootstrap.min.css │ │ ├── main.css │ │ └── pygments-default.css │ ├── feature-extraction.html │ ├── img │ │ ├── mlbase_logo2.png │ │ └── mlbase_stack3.png │ ├── index.html │ ├── js │ │ ├── main.js │ │ └── vendor │ │ │ ├── bootstrap.js │ │ │ ├── bootstrap.min.js │ │ │ ├── jquery-1.8.0.min.js │ │ │ └── modernizr-2.6.1-respond-1.1.0.min.js │ ├── quick-start.html │ ├── regression.html │ └── scala-programming-guide.html ├── algorithms.md ├── classification.md ├── clustering.md ├── collab-filtering.md ├── css │ ├── bootstrap-responsive.css │ ├── bootstrap-responsive.min.css │ ├── bootstrap.css │ ├── bootstrap.min.css │ ├── main.css │ └── pygments-default.css ├── feature-extraction.md ├── img │ ├── mlbase_logo2.png │ └── mlbase_stack3.png ├── index.md ├── js │ ├── main.js │ └── vendor │ │ ├── bootstrap.js │ │ ├── bootstrap.min.js │ │ ├── jquery-1.8.0.min.js │ │ └── modernizr-2.6.1-respond-1.1.0.min.js ├── quick-start.md ├── regression.md └── scala-programming-guide.md ├── lib └── jblas-1.2.3.jar ├── project ├── build.properties └── plugins.sbt ├── sbt ├── sbt ├── sbt-launch-0.11.3-2.jar └── sbt.cmd └── src ├── main └── scala │ ├── feat │ ├── FeatureExtractors.scala │ ├── NGrams.scala │ └── Scale.scala │ ├── impl │ ├── JblasDenseMLMatrix.scala │ ├── MLNumericTable.scala │ └── SparkMLTable.scala │ ├── interface │ ├── LocalMatrix.scala │ ├── MLContext.scala │ ├── MLRow.scala │ ├── MLTable.scala │ ├── MLTypes.scala │ ├── MLValue.scala │ └── MLVector.scala │ ├── ml │ ├── Algorithm.scala │ ├── Model.scala │ ├── TextModel.scala │ ├── classification │ │ ├── LogisticRegression.scala │ │ └── SVM.scala │ ├── clustering │ │ └── KMeans.scala │ ├── opt │ │ ├── GradientDescent.scala │ │ ├── LBFGS.scala │ │ ├── MLOpt.scala │ │ ├── MultiModelStochasticGradientDescent.scala │ │ └── StochasticGradientDescent.scala │ └── regression │ │ └── LinearRegression.scala │ └── util │ ├── MLIMultiLRDemo.scala │ ├── MLLRDemo.scala │ └── MLTableUtils.scala └── test └── scala ├── feat └── MLFeatSuite.scala ├── impl ├── MLRowSuite.scala └── MLTableSuite.scala ├── ml ├── RegressionTests.scala ├── SGDTest.scala └── classification │ └── LogisticRegressionSuite.scala └── testsupport └── LocalSparkContext.scala /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amplab/MLI/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amplab/MLI/HEAD/README.md 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