class

CrystalML::DimensionalityReduction::PCA

Inherits CrystalML::Transformer < CrystalML::UnsupervisedEstimator < CrystalML::BaseEstimator < Reference < Object

Constructors

new(num_components : Int32)
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Instance methods

components
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components=(components : Tensor(Float64, CPU(Float64)))
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explained_variance
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explained_variance=(explained_variance : Array(Float64))
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fit(data : Tensor(Float64, CPU(Float64)))
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num_components
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num_components=(num_components : Int32)
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transform(data : Tensor(Float64, CPU(Float64))) : Tensor(Float64, CPU(Float64))
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