com.intel.analytics.bigdl

dlframes

package dlframes

Visibility
  1. Public
  2. All

Type Members

  1. class DLImageTransformer extends DLTransformerBase[Nothing] with HasInputCol with HasOutputCol

    Provides DataFrame-based API for image pre-processing and feature transformation.

  2. class DLClassifier[T] extends DLEstimator[T]

    DLClassifier is a specialized DLEstimator that simplifies the data format for classification tasks.

  3. class DLClassifierModel[T] extends DLModel[T]

    DLClassifierModel is a specialized DLModel for classification tasks.

  4. class DLEstimator[T] extends DLEstimatorBase[DLEstimator[T], DLModel[T]] with DLParams[T]

    DLEstimator helps to train a BigDL Model with the Spark ML Estimator/Transfomer pattern, thus Spark users can conveniently fit BigDL into Spark ML pipeline.

  5. class DLModel[T] extends DLTransformerBase[DLModel[T]] with DLParams[T] with HasBatchSize

    DLModel helps embed a BigDL model into a Spark Transformer, thus Spark users can conveniently merge BigDL into Spark ML pipeline.

Value Members

  1. object DLImageReader

    Primary DataFrame-based image loading interface, defining API to read images into DataFrame.

  2. object DLImageSchema

    Definition for image data in a DataFrame

  3. object DLModel extends Serializable

Ungrouped