gemseo.mlearning.transformers.dimension_reduction package

Data transformers to reduce variable dimension.

Submodules

• gemseo.mlearning.transformers.dimension_reduction.base_dimension_reduction module
  • BaseDimensionReduction
    • BaseDimensionReduction.n_components
• gemseo.mlearning.transformers.dimension_reduction.klsvd module
  • KLSVD
    • KLSVD.inverse_transform()
    • KLSVD.transform()
    • KLSVD.components
    • KLSVD.eigenvalues
    • KLSVD.mesh
    • KLSVD.output_dimension
• gemseo.mlearning.transformers.dimension_reduction.kpca module
  • Dependence
  • KPCA
    • KPCA.inverse_transform()
    • KPCA.transform()
• gemseo.mlearning.transformers.dimension_reduction.pca module
  • Dependence
  • PCA
    • PCA.compute_jacobian()
    • PCA.compute_jacobian_inverse()
    • PCA.inverse_transform()
    • PCA.transform()
    • PCA.components
    • PCA.data_is_scaled
• gemseo.mlearning.transformers.dimension_reduction.pls module
  • Dependence
  • PLS
    • PLS.inverse_transform()
    • PLS.transform()
    • PLS.CROSSED