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TweedieRegressor — scikit-learn 1.8.0 doc...
determination R^2. R^2 uses squared error and D^2 uses the deviance...() >>> X = [[ 1 , 2 ], [ 2 , 3 ], [ 3 , 4 ], [ 4 , 3...scikit-learn.org/stable/modules/generated/sklearn.linear_model.TweedieRegressor.html -
plot_hgbt_regression.zip
2. :ref:`categorical_support_gbdt`,...showcasing all points except 2 and 6 in a real life setting....scikit-learn.org/stable/_downloads/ef504a3cb245a55fde178198c8218b4a/plot_hgbt_regression.zip -
Manifold Learning methods on a severed sphere &...
2 sec ISO: 0.11 sec MDS: 1.1 sec...projections with matplotlib < 3.2 import mpl_toolkits.mplot3d #...scikit-learn.org/stable/auto_examples/manifold/plot_manifold_sphere.html -
GammaRegressor — scikit-learn 1.8.0 docum...
determination R^2. R^2 uses squared error and D^2 uses the deviance...() >>> X = [[ 1 , 2 ], [ 2 , 3 ], [ 3 , 4 ], [ 4 , 3...scikit-learn.org/stable/modules/generated/sklearn.linear_model.GammaRegressor.html -
plot_hgbt_regression.ipynb
showcasing all points except 2 and 6 in a real life\nsetting.\n"...label=\"recorded average\", linewidth=2, ax=ax)\n\nfor idx, max_iter in...scikit-learn.org/stable/_downloads/cb9a8a373677fb481fe43a11d8fa0e94/plot_hgbt_regression.ipynb -
Swiss Roll And Swiss-Hole Reduction — sci...
n_components = 2 ) sr_tsne = manifold . TSNE ( n_components = 2 , perplexity...n_components = 2 ) sh_tsne = manifold . TSNE ( n_components = 2 , perplexity...scikit-learn.org/stable/auto_examples/manifold/plot_swissroll.html -
Lagged features for time series forecasting ...
2 ± 4.0" "39.3 ± 2.8" "16.7..."92.5 ± 16.2" "5.9 ± 0.9" "46.2 ± 8.1"...scikit-learn.org/stable/auto_examples/applications/plot_time_series_lagged_features.html -
DotProduct — scikit-learn 1.8.0 documenta...
\sigma_0^2)\) on the bias. The DotProduct...of the kernel. For \(\sigma_0^2 =0\) , the kernel is called the...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.DotProduct.html -
Time-related feature engineering — scikit...
0000 2 spring 0 1 2 False 6 False clear 9.02...22.0028 12381 summer 1 6 2 False 2 True rain 21.32 25.000 0.72...scikit-learn.org/stable/auto_examples/applications/plot_cyclical_feature_engineering.html -
MultiTaskElasticNetCV — scikit-learn 1.8....
[ 2 , 2 ]], ... [[ 0 , 0 ], [ 1 , 1 ], [ 2 , 2 ]]) Mul...is: ( 1 / ( 2 * n_samples )) * || Y - XW || _Fro ^ 2 + alpha *...scikit-learn.org/stable/modules/generated/sklearn.linear_model.MultiTaskElasticNetCV.html