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8.4. Loading other datasets — scikit-lear...
1. Sample images # Scikit-learn...forget to scale to the range 0 - 1 as done in the following example....scikit-learn.org/stable/datasets/loading_other_datasets.html -
sample_without_replacement — scikit-learn...
1, 5, 0, 7]) On this page This Page...scikit-learn.org/stable/modules/generated/sklearn.utils.random.sample_without_replacement.html -
safe_sqr — scikit-learn 1.8.0 documentation
>>> safe_sqr ([ 1 , 2 , 3 ]) array([1, 4, 9]) On this page...scikit-learn.org/stable/modules/generated/sklearn.utils.safe_sqr.html -
DataUnit (Spring Framework 7.0.1 API)
Power of 2 Size in Bytes BYTES 1B 2^0 1 KILOBYTES 1KB 2^10 1,024 MEGABYTES...2^40 1,099,511,627,776 Since: 5.1 Author: Stephane Nicoll, Sam Brannen...docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/util/unit/DataUnit.html -
murmurhash3_32 — scikit-learn 1.8.0 docum...
unsigned int from 0 to 2 ** 32 - 1 False: the results is casted to...from -(2 ** 31) to 2 ** 31 - 1 Examples >>> from sklearn.utils...scikit-learn.org/stable/modules/generated/sklearn.utils.murmurhash3_32.html -
isotonic_regression — scikit-learn 1.8.0 ...
weight is set to 1 (equal weights). y_min float,...isotonic_regression ([ 5 , 3 , 1 , 2 , 8 , 10 , 7 , 9 , 6 , 4 ])...scikit-learn.org/stable/modules/generated/sklearn.isotonic.isotonic_regression.html -
3.2. Tuning the hyper-parameters of an estimato...
loguniform(1, 100) can be used instead of [1, 10, 100] . Mirroring...reference to the literature. 3.2.1. Exhaustive Grid Search # The...scikit-learn.org/stable/modules/grid_search.html -
GaussianRandomProjection — scikit-learn 1...
Added in version 1.1. n_features_in_ int Number of...n_components = 'auto' , * , eps = 0.1 , compute_inverse_components =...scikit-learn.org/stable/modules/generated/sklearn.random_projection.GaussianRandomProjection.html -
HuberRegressor vs Ridge on dataset with strong ...
) epsilon_values = [ 1 , 1.5 , 1.75 , 1.9 ] for k , epsilon in...n_samples = 20 , n_features = 1 , random_state = 0 , noise = 4.0...scikit-learn.org/stable/auto_examples/linear_model/plot_huber_vs_ridge.html -
Version 0.17 — scikit-learn 1.8.0 documen...
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