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Release Highlights for scikit-learn 1.0 — sciki...
implements a B-spline basis. The following code shows splines in action,...names in the dataframe are all strings. feature_names_in_ is used...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_0_0.html -
OneClassSVM — scikit-learn 1.7.1 documentation
feature names that are all strings. Added in version 1.0. n_iter_...tol = 0.001 , nu = 0.5 , shrinking = True , cache_size = 200...scikit-learn.org/stable/modules/generated/sklearn.svm.OneClassSVM.html -
SplineTransformer — scikit-learn 1.7.1 document...
extrapolation="periodic" ) spline basis functions (B-splines) of polynomial...dropped. As B-splines sum to one over the spline basis functions...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.SplineTransformer.html -
Gaussian processes on discrete data structures ...
stored as variable-length strings consisting of letters ‘A’,...of letters among a pair of strings. This example will generate...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpr_on_structured_data.html -
NuSVR — scikit-learn 1.7.1 documentation
feature names that are all strings. Added in version 1.0. n_iter_...= 'scale' , coef0 = 0.0 , shrinking = True , tol = 0.001 , cache_size...scikit-learn.org/stable/modules/generated/sklearn.svm.NuSVR.html -
Nearest Centroid Classification — scikit-learn ...
clf = NearestCentroid ( shrink_threshold = shrinkage ) clf...( "3-Class classification (shrink_threshold= %r )" % shrinkage...scikit-learn.org/stable/auto_examples/neighbors/plot_nearest_centroid.html -
glossary.rst.txt
columns of integers or strings. Strings will be rejected by most...array of strings and may take an array-like of strings as input,...scikit-learn.org/stable/_sources/glossary.rst.txt -
Displaying estimators and complex pipelines — s...
values when displayed as a string. This reduces the visual noise...Types Gallery generated by Sphinx-Gallery On this page This Page...scikit-learn.org/stable/auto_examples/miscellaneous/plot_estimator_representation.html -
make_pipeline — scikit-learn 1.7.1 documentation
Polynomial and Spline interpolation Polynomial and Spline interpolation...caching is performed. If a string is given, it is the path to...scikit-learn.org/stable/modules/generated/sklearn.pipeline.make_pipeline.html -
Ridge coefficients as a function of the L2 Regu...
forcing the model to shrink all coefficients. Regularization...increases, the coefficients shrink towards zero, gradually reducing...scikit-learn.org/stable/auto_examples/linear_model/plot_ridge_coeffs.html