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Varying regularization in Multi-layer Perceptro...
n_features = 2 , n_redundant = 0 , n_informative = 2 , random_state.... random . RandomState ( 2 ) X += 2 * rng . uniform ( size =...scikit-learn.org/stable/auto_examples/neural_networks/plot_mlp_alpha.html -
Related Projects — scikit-learn 1.7.2 documenta...
Projects implementing the scikit-learn estimator API are encouraged to use the scikit-learn-contrib template which facilitates best practices for testing and documenting estimators. The scikit-lear...scikit-learn.org/stable/related_projects.html -
Frozen Estimators — scikit-learn 1.7.2 document...
Examples concerning the sklearn.frozen module. Examples of Using FrozenEstimatorscikit-learn.org/stable/auto_examples/frozen/index.html -
Cross decomposition — scikit-learn 1.7.2 docume...
Examples concerning the sklearn.cross_decomposition module. Compare cross decomposition methods Principal Component Regression vs Partial Least Squares Regressionscikit-learn.org/stable/auto_examples/cross_decomposition/index.html -
Nearest Neighbors — scikit-learn 1.7.2 document...
Examples concerning the sklearn.neighbors module. Approximate nearest neighbors in TSNE Caching nearest neighbors Comparing Nearest Neighbors with and without Neighborhood Components Analysis Dimen...scikit-learn.org/stable/auto_examples/neighbors/index.html -
Plot Ridge coefficients as a function of the re...
- 2 , n_alphas ) coefs = [] for a...scikit-learn.org/stable/auto_examples/linear_model/plot_ridge_path.html -
Lasso model selection via information criteria ...
2 of [ZHT2007] . A LassoLarsIC estimator...References [ ZHT2007 ] ( 1 , 2 ) Zou, Hui, Trevor Hastie, and...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_lars_ic.html -
Poisson regression and non-normal loss — scikit...
'Regular' 1217 R82 2 5.0 1 0.75000 B 6 2 52 50 B12 'Diesel' 54...plt . subplots ( nrows = 2 , ncols = 2 , figsize = ( 12 , 8 ))...scikit-learn.org/stable/auto_examples/linear_model/plot_poisson_regression_non_normal_loss.html -
Pipelining: chaining a PCA and a logistic regre...
n_jobs = 2 ) search . fit ( X_digits , y_digits...) = plt . subplots ( nrows = 2 , sharex = True , figsize = (...scikit-learn.org/stable/auto_examples/compose/plot_digits_pipe.html -
1.9. Naive Bayes — scikit-learn 1.7.2 documenta...
\frac{1}{\sqrt{2\pi\sigma^2_y}} \exp\left(-\frac{(x_i - \mu_y)^2}{2\sigma^2_y}\right)\]...\mu_y)^2}{2\sigma^2_y}\right)\] The parameters \(\sigma_y\) and \(\mu_y\) are...scikit-learn.org/stable/modules/naive_bayes.html