gemseo.mlearning.transformers package

Data transformers.

Subpackages

• gemseo.mlearning.transformers.dimension_reduction package
  • Submodules
    • gemseo.mlearning.transformers.dimension_reduction.base_dimension_reduction module
      • BaseDimensionReduction
    • gemseo.mlearning.transformers.dimension_reduction.klsvd module
      • KLSVD
    • gemseo.mlearning.transformers.dimension_reduction.kpca module
      • Dependence
      • KPCA
    • gemseo.mlearning.transformers.dimension_reduction.pca module
      • Dependence
      • PCA
    • gemseo.mlearning.transformers.dimension_reduction.pls module
      • Dependence
      • PLS
• gemseo.mlearning.transformers.power package
  • Submodules
    • gemseo.mlearning.transformers.power.boxcox module
      • Dependence
      • BoxCox
    • gemseo.mlearning.transformers.power.power module
      • Dependence
      • Power
    • gemseo.mlearning.transformers.power.yeo_johnson module
      • Dependence
      • YeoJohnson
• gemseo.mlearning.transformers.scaler package
  • Submodules
    • gemseo.mlearning.transformers.scaler.min_max_scaler module
      • MinMaxScaler
    • gemseo.mlearning.transformers.scaler.scaler module
      • Scaler
    • gemseo.mlearning.transformers.scaler.standard_scaler module
      • StandardScaler
• gemseo.mlearning.transformers.sensor package
  • Submodules
    • gemseo.mlearning.transformers.sensor.jameson module
      • JamesonSensor

Submodules

• gemseo.mlearning.transformers.base_transformer module
  • BaseTransformer
    • BaseTransformer.compute_jacobian()
    • BaseTransformer.compute_jacobian_inverse()
    • BaseTransformer.duplicate()
    • BaseTransformer.fit()
    • BaseTransformer.fit_transform()
    • BaseTransformer.inverse_transform()
    • BaseTransformer.transform()
    • BaseTransformer.CROSSED
    • BaseTransformer.is_fitted
    • BaseTransformer.name
    • BaseTransformer.parameters
  • TransformerFactory
    • TransformerFactory.failed_imports
• gemseo.mlearning.transformers.pipeline module
  • Pipeline
    • Pipeline.compute_jacobian()
    • Pipeline.compute_jacobian_inverse()
    • Pipeline.duplicate()
    • Pipeline.inverse_transform()
    • Pipeline.transform()
    • Pipeline.name
    • Pipeline.transformers