AbstractAppMLlibIT (abstr)
Superclass of app-tier MLlib-based batch layer integration tests.
Oryx Architecture Diagrams | documentation produced by SourceSpy

Package com.cloudera.oryx.app.batch.mllib.als

https://github.com/OryxProject/oryx/tree/master/app/oryx-app-mllib/src/test/java/com/cloudera/oryx/app/batch/mllib/als
Contains an app tier implementation of a Batch Layer, for ALS recommendations, using Spark MLlib.
Classes
org.dmg.pmml
com.cloudera.oryx.app.pmml
com.cloudera.oryx.common.settings
Package Dependencies
ALSHyperParamTuningIT
ALSModelContentIT
ALSUpdate
MLUpdate (abstr)
ALSUpdateIT
AbstractALSIT (abstr)
EnqueueFeatureVecsAndKnownItemsFn
VoidFunction
EnqueueFeatureVecsFn
Evaluation
FeaturesALSDataGenerator
DatumGenerator
ModelContentDataGenerator
RandomALSDataGenerator
A specialization of MLUpdate that creates a matrix factorization model of itsinput, using the Al...
A specialization of BatchLayerUpdate for machine learning-orientedupdate processes. This implemen...
Computes AUC (area under the ROC curve) as a recommender evaluation metric. Really, it computes w...
Creates random data where products associated to users fall neatly into a given number of distinc...
Interface which generates one datum. @param < K > key type @param < M > message type
Generates a synthetic data set over users A0-D3, items A0-D3. Users u interact with all items i w...
Generates random "user,product,rating,timestamp" data. The user is an integer chosen from [0,numU...
com.cloudera.oryx.app.batch.mllib.als
org.slf4j
com.cloudera.oryx.ml.param
com.cloudera.oryx.common.io
com.cloudera.oryx.lambda.batch
com.cloudera.oryx.common.pmml
com.cloudera.oryx.api
com.cloudera.oryx.common.text
com.typesafe.config
org.apache.spark.mllib.recommendation
org.apache.commons.math3.random