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GaussianRandomProjection — scikit-learn 1.7.1 d...
only computed if compute_inverse_components is...= 'auto' , * , eps = 0.1 , compute_inverse_components = False...scikit-learn.org/stable/modules/generated/sklearn.random_projection.GaussianRandomProjection.html -
7.7. Kernel Approximation — scikit-learn 1.7.1 ...
explicitly computing the outer product, TensorSketch computes the Count...is evaluated. While the computational complexity of the exact...scikit-learn.org/stable/modules/kernel_approximation.html -
fast_logdet — scikit-learn 1.7.1 documentation
fast_logdet ( A ) [source] # Compute logarithm of determinant of...also numpy.linalg.slogdet Compute the sign and (natural) logarithm...scikit-learn.org/stable/modules/generated/sklearn.utils.extmath.fast_logdet.html -
LassoLarsIC — scikit-learn 1.7.1 documentation
machine-precision regularization in the computation of the Cholesky diagonal..., an unbiased estimate is computed by an OLS model. However,...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoLarsIC.html -
Glossary of Common Terms and API Elements — sci...
predictions or transformations to be computed on data not seen during training....training. The computed data is then used in the second stage....scikit-learn.org/stable/glossary.html -
Version 0.18 — scikit-learn 1.7.1 documentation
the computational problems of the old class and computes the...the computational problems of the old class and computes the...scikit-learn.org/stable/whats_new/v0.18.html -
KernelDensity — scikit-learn 1.7.1 documentation
Metric to use for distance computation. See the documentation of...N-point problems. Examples Compute a gaussian kernel density estimate...scikit-learn.org/stable/modules/generated/sklearn.neighbors.KernelDensity.html -
SpectralEmbedding — scikit-learn 1.7.1 document...
construct the affinity matrix by computing a graph of nearest neighbors....construct the affinity matrix by computing a radial basis function (RBF)...scikit-learn.org/stable/modules/generated/sklearn.manifold.SpectralEmbedding.html -
IncrementalPCA — scikit-learn 1.7.1 documentation
The computational overhead of each SVD is...n_samples / batch_size SVD computations to get the principal components,...scikit-learn.org/stable/modules/generated/sklearn.decomposition.IncrementalPCA.html -
radius_neighbors_graph — scikit-learn 1.7.1 doc...
n_jobs = None ) [source] # Compute the (weighted) graph of Neighbors...Metric to use for distance computation. Default is “minkowski”,...scikit-learn.org/stable/modules/generated/sklearn.neighbors.radius_neighbors_graph.html