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mean_variance_axis — scikit-learn 1.7.1 documen...
1 , 2 , 2 ]) >>> data = np . array ([ 8 , 1 , 2 , 5 ])...of CSR or CSC format. axis {0, 1} Axis along which the axis should...scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs.mean_variance_axis.html -
davies_bouldin_score — scikit-learn 1.7.1 docum...
1 ], [ 1 , 1 ], [ 3 , 4 ]] >>> labels = [ 0 , 0 , 1 ] >>>...Davies-Bouldin score. References [ 1 ] Davies, David L.; Bouldin, Donald...scikit-learn.org/stable/modules/generated/sklearn.metrics.davies_bouldin_score.html -
pairwise_distances_chunked — scikit-learn 1.7.1...
means 1 unless in a joblib.parallel_backend context. -1 means...D_chunk < r )) . mean ( axis = 1 ) ... return neigh , avg_dist...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise_distances_chunked.html -
FrozenEstimator — scikit-learn 1.7.1 documentation
scikit-learn 1.6 Release Highlights for scikit-learn 1.6 On this...scikit-learn.org/stable/modules/generated/sklearn.frozen.FrozenEstimator.html -
make_sparse_uncorrelated — scikit-learn 1.7.1 d...
described in Celeux et al [1]. as: X ~ N ( 0 , 1 ) y ( X ) = X [:, 0...0 ] + 2 * X [:, 1 ] - 2 * X [:, 2 ] - 1.5 * X [:, 3 ] Only the...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_sparse_uncorrelated.html -
Version 0.19 — scikit-learn 1.7.1 documentation
1.4 to 0.1.7 for resolving links in...linear_model.HuberRegressor . For Scipy <= 1.0.0, the optimizer could perform...scikit-learn.org/stable/whats_new/v0.19.html -
Manifold Learning methods on a severed sphere —...
69 sec modified: 1.3 sec ISO: 0.2 sec MDS: 0.76 sec...trans_data [ 0 ], trans_data [ 1 ], c = colors , cmap = plt . cm...scikit-learn.org/stable/auto_examples/manifold/plot_manifold_sphere.html -
load_svmlight_files — scikit-learn 1.7.1 docume...
shape[1] == X_test.shape[1]). This may not be the...query_id=False , offset=0 , length=-1 ) [source] # Load dataset from...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_svmlight_files.html -
gen_even_slices — scikit-learn 1.7.1 documentation
1, None), slice(1, 2, None), ..., slice(9,...list ( gen_even_slices ( 10 , 1 )) [slice(0, 10, None)] >>> list...scikit-learn.org/stable/modules/generated/sklearn.utils.gen_even_slices.html -
inplace_column_scale — scikit-learn 1.7.1 docum...
1 , 2 , 2 ]) >>> data = np . array ([ 8 , 1 , 2 , 5 ])...csr . todense () matrix([[8, 1, 2], [0, 0, 5], [0, 0, 0], [0,...scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs.inplace_column_scale.html