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  • scirs2-transform-0.1.0-alpha.6
    • scirs2-transform 0.1.0-alpha.6
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    • MIT OR Apache-2.0
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    • cool-japan
    • Dependencies
      • approx ^0.5.1 normal
      • ndarray ^0.16.1 normal
      • ndarray-rand ^0.15.0 normal
      • ndarray-stats ^0.6.0 normal
      • num-complex ^0.4.6 normal
      • num-traits ^0.2.19 normal
      • rand ^0.9.1 normal
      • scirs2-core ^0.1.0-alpha.6 normal
      • scirs2-linalg ^0.1.0-alpha.6 normal
      • scirs2-stats ^0.1.0-alpha.6 normal
      • thiserror ^2.0.12 normal
      • plotters ^0.3.5 dev
      • scirs2-datasets ^0.1.0-alpha.6 dev
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scirs2_transform0.1.0-alpha.6

Crate Items

  • Structs
  • Enums
  • Functions
  • Type Aliases

List of all items

Structs

  • encoding::BinaryEncoder
  • encoding::OneHotEncoder
  • encoding::OrdinalEncoder
  • encoding::TargetEncoder
  • features::PolynomialFeatures
  • features::PowerTransformer
  • impute::IterativeImputer
  • impute::KNNImputer
  • impute::MissingIndicator
  • impute::SimpleImputer
  • normalize::Normalizer
  • reduction::LDA
  • reduction::PCA
  • reduction::TSNE
  • reduction::TruncatedSVD
  • scaling::MaxAbsScaler
  • scaling::QuantileTransformer
  • selection::VarianceThreshold

Enums

  • error::TransformError
  • impute::DistanceMetric
  • impute::ImputeStrategy
  • impute::WeightingScheme
  • normalize::NormalizationMethod

Functions

  • features::binarize
  • features::discretize_equal_frequency
  • features::discretize_equal_width
  • features::log_transform
  • features::power_transform
  • normalize::normalize_array
  • normalize::normalize_vector
  • reduction::trustworthiness

Type Aliases

  • error::Result