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Visualization of MLP weights on MNIST — s...
44139186 Iteration 2, loss = 0.19174891 Iteration 3,...= 1 , learning_rate_init = 0.2 , ) # this example won't converge...scikit-learn.org/stable/auto_examples/neural_networks/plot_mnist_filters.html -
Single estimator versus bagging: bias-variance ...
- ( x ** 2 )) + 1.5 * np . exp ( - (( x - 2 ) ** 2 )) def generate...{0} : {1:.4f} (error) = {2:.4f} (bias^2) " " + {3:.4f}...scikit-learn.org/stable/auto_examples/ensemble/plot_bias_variance.html -
Compressive sensing: tomography reconstruction ...
x - l / 2.0 ) ** 2 + ( y - l / 2.0 ) ** 2 < ( l / 2.0 ) **...** 2 mask = np . zeros (( l , l )) points = l * rs . rand ( 2 ,...scikit-learn.org/stable/auto_examples/applications/plot_tomography_l1_reconstruction.html -
Demo of HDBSCAN clustering algorithm — sc...
2 , 0.35 , 1.35 , 1.35 ], random_state...fig , axes = plt . subplots ( 2 , 1 , figsize = ( 10 , 8 )) params...scikit-learn.org/stable/auto_examples/cluster/plot_hdbscan.html -
Install IBM Cloud Pak for Data 5.2 on Red Hat O...
2.0/cpd-cli-ppc64le-EE-14.2.0.tgz tar -xzvf ...cpd-cli-ppc64le-EE-14.2.0.tgz mv cpd-cli-ppc64le-EE-14.2.0*/* . rm -rf...developer.ibm.com/tutorials/install-cpd-4-on-ocp-48-on-powervs/ -
7.6. Random Projection — scikit-learn 1.7...
2. Gaussian random projection #...scikit-learn.org/stable/modules/random_projection.html -
Custom refit strategy of a grid search with cro...
This examples shows how a classifier is optimized by cross-validation, which is done using the GridSearchCV object on a development set that comprises only half of the available labeled data. The p...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_digits.html -
Normal, Ledoit-Wolf and OAS Linear Discriminant...
centers = [[ - 2 ], [ 2 ]]) # add non-discriminative...features_samples_ratio , acc_clf1 , linewidth = 2 , label = "LDA" , color...scikit-learn.org/stable/auto_examples/classification/plot_lda.html -
Permutation Importance vs Random Forest Feature...
None min_samples_split 2 min_samples_leaf 1 min_...random_state = 42 , n_jobs = 2 ) sorted_importances_idx = result...scikit-learn.org/stable/auto_examples/inspection/plot_permutation_importance.html -
A demo of the Spectral Co-Clustering algorithm ...
This example demonstrates how to generate a dataset and bicluster it using the Spectral Co-Clustering algorithm. The dataset is generated using the make_biclusters function, which creates a matrix ...scikit-learn.org/stable/auto_examples/bicluster/plot_spectral_coclustering.html