Package

io.picnicml.doddlemodel

data

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package data

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Type Members

  1. type Dataset = (Features, Target)

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  2. type DatasetWithIndex = (Features, Target, FeatureIndex)

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  3. type Features = DenseMatrix[Double]

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  4. type FeaturesWithIndex = (Features, FeatureIndex)

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  5. case class GroupTrainTestSplit(xTr: Features, yTr: Target, groupsTr: IntVector, xTe: Features, yTe: Target, groupsTe: IntVector) extends Product with Serializable

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  6. type IntVector = DenseVector[Int]

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  7. type RealVector = DenseVector[Double]

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  8. type Simplex = DenseMatrix[Double]

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  9. type Target = DenseVector[Double]

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  10. case class TrainTestSplit(xTr: Features, yTr: Target, xTe: Features, yTe: Target) extends Product with Serializable

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Value Members

  1. object CsvLoader

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  2. object DatasetUtils

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  3. object Feature

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  4. object ResourceDatasetLoaders

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  5. def loadBostonDataset: DatasetWithIndex

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  6. def loadBreastCancerDataset: DatasetWithIndex

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  7. def loadHighSchoolTestDataset: DatasetWithIndex

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  8. def loadIrisDataset: DatasetWithIndex

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  9. def numberOfTargetClasses(y: Target): Int

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  10. def numberOfUniqueGroups(groups: IntVector): Int

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