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Density Estimation for a Gaussian mixture — sci...
CS = plt . contour ( X , Y , Z , norm = LogNorm ( vmin = 1.0...CB = plt . colorbar ( CS , shrink = 0.8 , extend = "both" ) plt...scikit-learn.org/stable/auto_examples/mixture/plot_gmm_pdf.html -
Lasso model selection: AIC-BIC / cross-validati...
y = load_diabetes ( return_X_y = True , as_frame = True )...x_min = x . min () return [ "font-weight: bold" if v == x_min...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_model_selection.html -
Kernel Density Estimation — scikit-learn 1.5.2 ...
pca = PCA ( n_components = 15 , whiten = False ) data = pca ....new_data = kde . sample ( 44 , random_state = 0 ) new_data = pca ....scikit-learn.org/stable/auto_examples/neighbors/plot_digits_kde_sampling.html -
Version 1.5 — scikit-learn 1.7.dev0 documentation
PCA fit with svd_solver="arpack" , whiten=True and a value for n_components...CV will now allow alpha=0 when cv != None , which is consistent...scikit-learn.org/dev/whats_new/v1.5.html -
Blind source separation using FastICA — scikit-...
n_samples = 2000 time = np . linspace ( 0 , 8 , n_samples ) s1 = np...( size = S . shape ) # Add noise S /= S . std ( axis = 0 ) # Standardize...scikit-learn.org/stable/auto_examples/decomposition/plot_ica_blind_source_separation.html -
These US Cities Have The Most Haunted Hotels | ...
fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">...fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">...digg.com/data-viz/link/us-cities-most-haunted-hotels-halloween -
US Cities Where Income Increased The Most, Rank...
fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">...fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">...digg.com/finance/link/us-cities-household-income-increase-most -
Eight Films That Had Unexpected Real-World Cons...
fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">...fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">...digg.com/movies-and-tv/link/movies-real-world-consequences-reddit -
Jon Stewart Unpacks Why The Democrats Lost The ...
fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">...fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor">...digg.com/digg-vids/link/jon-stewart-why-democrats-lost-election-video -
Univariate Feature Selection — scikit-learn 1.5...
y = load_iris ( return_X_y = True ) # Some noisy...y_train , y_test = train_test_split ( X , y , stratify = y , random_state...scikit-learn.org/stable/auto_examples/feature_selection/plot_feature_selection.html