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sklearn.utils.validation.check_is_fitted — scik...
default=None Attribute name(s) given as string or a list/tuple...error message is, “This %(name)s instance is not fitted yet. Call...scikit-learn.org/stable/modules/generated/sklearn.utils.validation.check_is_fitted.html -
4.1. Partial Dependence and Individual Conditio...
point \(x_S\) is defined as: \[\begin{split}pd_{X_S}(x_S) &\overset{def}{=}...\mathbb{E}_{X_C}\left[ f(x_S, X_C) \right]\\ &= \int f(x_S, x_C) p(x_C) dx_C,\end{split}\]...scikit-learn.org/stable/modules/partial_dependence.html -
cross_validation.rst.txt
print("%s %s" % (train, test)) [2 3] [0 1]...in rkf.split(X): ... print("%s %s" % (train, test)) ... [2 3]...scikit-learn.org/stable/_sources/modules/cross_validation.rst.txt -
Unsupervised learning: seeking representations ...
normal ( size = S . shape ) # Add noise >>> S /= S . std ( axis...tooth signal >>> S = np . c_ [ s1 , s2 , s3 ] >>> S += 0.2 * np ....scikit-learn.org/stable/tutorial/statistical_inference/unsupervised_learning.html -
sklearn.cluster.affinity_propagation — scikit-l...
affinity_propagation ( S , * , preference = None , convergence_iter...the User Guide . Parameters : S array-like of shape (n_samples,...scikit-learn.org/stable/modules/generated/sklearn.cluster.affinity_propagation.html -
sklearn.feature_extraction.DictVectorizer — sci...
iterable over Mappings Dict(s) or Mapping(s) from feature names (arbitrary...iterable over Mappings Dict(s) or Mapping(s) from feature names (arbitrary...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.DictVectorizer.html -
sklearn.random_projection.SparseRandomProjectio...
with probability 1 - 1 / s +sqrt(s) / sqrt(n_components) with...the projected data. If we note s = 1 / density the components of...scikit-learn.org/stable/modules/generated/sklearn.random_projection.SparseRandomProjection.html -
6.6. Random Projection — scikit-learn 1.4.2 doc...
probability} & 1 - 1 / s \\ +\sqrt{\frac{s}{n_{\text{components}}}}...projected data. If we define s = 1 / density , the elements of...scikit-learn.org/stable/modules/random_projection.html -
7.4. Loading other datasets — scikit-learn 1.4....
'c-CS-s', 'c-SC-m', 'c-SC-s', 't-CS-m', 't-CS-s', 't-SC-m',...'t-SC-m', 't-SC-s'], dtype=object) You can get more information on the...scikit-learn.org/stable/datasets/loading_other_datasets.html -
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