keystoneml

loaders

package loaders

Visibility
  1. Public
  2. All

Type Members

  1. case class LabeledData[Label, Datum](labeledData: RDD[(Label, Datum)])(implicit evidence$1: ClassTag[Label], evidence$2: ClassTag[Datum]) extends Product with Serializable

    A case class containing an RDD of labeled data

  2. case class TimitFeaturesData(train: LabeledData[Int, DenseVector[Double]], test: LabeledData[Int, DenseVector[Double]]) extends Product with Serializable

    A case class containing loaded pre-featurized TIMIT train & test data

  3. case class VOCDataPath(imagesDirName: String, namePrefix: String, numParts: Option[Int]) extends Product with Serializable

  4. case class VOCLabelPath(labelsFileName: String) extends Product with Serializable

Value Members

  1. object AmazonReviewsDataLoader

  2. object CifarLoader

    Loads images from the CIFAR-10 Dataset.

  3. object CsvDataLoader

    Data Loader that loads csv files of comma separated numbers into an RDD of DenseVectors

  4. object ImageLoaderUtils extends Logging

  5. object ImageNetLoader

    Helper object to loads images from ImageNet Datasets.

  6. object NewsgroupsDataLoader

  7. object TimitFeaturesDataLoader

  8. object VOCLoader extends Logging with Serializable

    A data loader for the VOC 2007 Dataset.

Ungrouped