| Package | Description |
|---|---|
| com.cloudera.oryx.app.batch.mllib.als |
Contains an app tier implementation of a Batch Layer, for ALS recommendations, using Spark MLlib.
|
| com.cloudera.oryx.app.batch.mllib.kmeans |
Contains an app tier implementation of a Batch Layer, for k-means clustering,
using Spark MLlib.
|
| com.cloudera.oryx.app.batch.mllib.rdf |
Contains an app tier implementation of a Batch Layer, for random decision forest-based
clustering and regression, using Spark MLlib.
|
| com.cloudera.oryx.example.batch |
Contains a minimal example of what a user application would create to implement a
Batch Layer.
|
| com.cloudera.oryx.lambda.batch |
Contains the core support for the Lambda tier of the Batch Layers.
|
| com.cloudera.oryx.ml |
Contains the core support for the ML tier of the Batch and Speed layers.
|
| Modifier and Type | Class and Description |
|---|---|
class |
ALSUpdate
A specialization of
MLUpdate that creates a matrix factorization model of its
input, using the Alternating Least Squares algorithm. |
| Modifier and Type | Class and Description |
|---|---|
class |
KMeansUpdate
Update function that builds and evaluates k-means models in the Batch Layer.
|
| Modifier and Type | Class and Description |
|---|---|
class |
RDFUpdate
Update function that builds and evaluates random decision forest models in the Batch Layer.
|
| Modifier and Type | Class and Description |
|---|---|
class |
ExampleBatchLayerUpdate
Input keys are ignored.
|
| Modifier and Type | Class and Description |
|---|---|
class |
ScalaBatchLayerUpdateAdapter<K,M,U>
Adapts a
ScalaBatchLayerUpdate to be a Java BatchLayerUpdate. |
| Modifier and Type | Class and Description |
|---|---|
class |
MLUpdate<M>
A specialization of
BatchLayerUpdate for machine learning-oriented
update processes. |
Copyright © 2014–2018. All rights reserved.