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Visualization of MLP weights on MNIST — scikit-...
Iteration 1, loss = 0.44139186 Iteration 2,...fetch_openml ( "mnist_784" , version = 1 , return_X_y = True , as_frame...scikit-learn.org/stable/auto_examples/neural_networks/plot_mnist_filters.html -
Model selection with Probabilistic PCA and Fact...
5 sigma = 1.0 rng = np . random . RandomState...scikit-learn.org/stable/auto_examples/decomposition/plot_pca_vs_fa_model_selection.html -
7.9. Transforming the prediction target (y) — s...
1, 1, 1], [0, 0, 1, 0, 0], [1, 1, 0, 1, 0], [1, 1, 1, 1,...1, 1], [1, 1, 1, 0, 0]]) For more information about multilabel...scikit-learn.org/stable/modules/preprocessing_targets.html -
Density Estimation for a Gaussian mixture — sci...
norm = LogNorm ( vmin = 1.0 , vmax = 1000.0 ), levels =...X_train [:, 0 ], X_train [:, 1 ], 0.8 ) plt . title ( "Negative...scikit-learn.org/stable/auto_examples/mixture/plot_gmm_pdf.html -
Map data to a normal distribution — scikit-lear...
1 ) # lognormal distribution X_lognormal.... uniform ( low = 0 , high = 1 , size = size ) # bimodal distribution...scikit-learn.org/stable/auto_examples/preprocessing/plot_map_data_to_normal.html -
root_mean_squared_log_error — scikit-learn 1.7....
Added in version 1.4. Parameters : y_true array-like...scikit-learn.org/stable/modules/generated/sklearn.metrics.root_mean_squared_log_error.html -
Compressive sensing: tomography reconstruction ...
floor_x + 1 )), np . hstack (( 1 - alpha , alpha ))...int ), ( points [ 1 ]) . astype ( int )] = 1 mask = ndimage ....scikit-learn.org/stable/auto_examples/applications/plot_tomography_l1_reconstruction.html -
Feature importances with a forest of trees — sc...
shape [ 1 ])] forest = RandomForestClassifi...min_samples_split 2 min_samples_leaf 1 min_weight_fraction_leaf 0.0 max_features...scikit-learn.org/stable/auto_examples/ensemble/plot_forest_importances.html -
Iso-probability lines for Gaussian Processes cl...
1 , ( 1e-5 , np . inf )) * DotProduct ( sigma_0 = 0.1 ) **...( 0 , 1 ) plt . plot ( X [ y <= 0 , 0 ], X [ y <= 0 , 1 ], "r."...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpc_isoprobability.html -
Version 0.17 — scikit-learn 1.7.2 documentation
1 # February 18, 2016 Changelog...meta-estimator with n_jobs > 1 used with a large grid of parameters...scikit-learn.org/stable/whats_new/v0.17.html