├── .gitignore ├── LICENSE ├── README.md ├── experiments ├── experimenter.scala └── gcloud_scripts.sh ├── project ├── build.properties └── plugins.sbt └── src └── main └── scala └── org └── apache └── spark ├── ml ├── instance │ └── ASMOTE.scala └── knn │ ├── KNN.scala │ └── MetricTree.scala └── mllib └── knn └── KNNUtils.scala /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjuez/approx-smote/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjuez/approx-smote/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjuez/approx-smote/HEAD/README.md -------------------------------------------------------------------------------- /experiments/experimenter.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjuez/approx-smote/HEAD/experiments/experimenter.scala -------------------------------------------------------------------------------- /experiments/gcloud_scripts.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjuez/approx-smote/HEAD/experiments/gcloud_scripts.sh -------------------------------------------------------------------------------- /project/build.properties: -------------------------------------------------------------------------------- 1 | sbt.version=1.4.2 2 | -------------------------------------------------------------------------------- /project/plugins.sbt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjuez/approx-smote/HEAD/project/plugins.sbt -------------------------------------------------------------------------------- /src/main/scala/org/apache/spark/ml/instance/ASMOTE.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjuez/approx-smote/HEAD/src/main/scala/org/apache/spark/ml/instance/ASMOTE.scala -------------------------------------------------------------------------------- /src/main/scala/org/apache/spark/ml/knn/KNN.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjuez/approx-smote/HEAD/src/main/scala/org/apache/spark/ml/knn/KNN.scala -------------------------------------------------------------------------------- /src/main/scala/org/apache/spark/ml/knn/MetricTree.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjuez/approx-smote/HEAD/src/main/scala/org/apache/spark/ml/knn/MetricTree.scala -------------------------------------------------------------------------------- /src/main/scala/org/apache/spark/mllib/knn/KNNUtils.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjuez/approx-smote/HEAD/src/main/scala/org/apache/spark/mllib/knn/KNNUtils.scala --------------------------------------------------------------------------------