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.ml |
Contains the core support for the ML tier of the Batch and Speed layers.
|
com.cloudera.oryx.ml.param |
This package supports defining hyperparameter ranges and selecting combinations
of hyperparameter values from these ranges.
|
Modifier and Type | Method and Description |
---|---|
List<HyperParamValues<?>> |
ALSUpdate.getHyperParameterValues() |
Modifier and Type | Method and Description |
---|---|
List<HyperParamValues<?>> |
KMeansUpdate.getHyperParameterValues() |
Modifier and Type | Method and Description |
---|---|
List<HyperParamValues<?>> |
RDFUpdate.getHyperParameterValues() |
Modifier and Type | Method and Description |
---|---|
List<HyperParamValues<?>> |
MLUpdate.getHyperParameterValues() |
Modifier and Type | Method and Description |
---|---|
static HyperParamValues<Double> |
HyperParams.around(double value,
double step) |
static HyperParamValues<Integer> |
HyperParams.around(int value,
int step) |
static HyperParamValues<Double> |
HyperParams.fixed(double fixedValue) |
static HyperParamValues<Integer> |
HyperParams.fixed(int fixedValue) |
static HyperParamValues<?> |
HyperParams.fromConfig(com.typesafe.config.Config config,
String key) |
static HyperParamValues<Double> |
HyperParams.range(double min,
double max) |
static HyperParamValues<Integer> |
HyperParams.range(int min,
int max) |
static <T> HyperParamValues<T> |
HyperParams.unorderedFromValues(Collection<T> values) |
Modifier and Type | Method and Description |
---|---|
static List<List<?>> |
HyperParams.chooseHyperParameterCombos(List<HyperParamValues<?>> ranges,
String hyperParamSearch,
int howMany) |
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