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sklearn.preprocessing.KBinsDiscretizer — scikit...
g., when encode = 'onehot' and certain...feature selection algorithms (e.g., VarianceThreshold ). Examples...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.KBinsDiscretizer.html -
sklearn.preprocessing.power_transform — scikit-...
g. if the data is a numpy array...transformation with the Transformer API (e.g. as part of a preprocessing Pipeline...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.power_transform.html -
sklearn.decomposition.fastica — scikit-learn 1....
default=’logcosh’ The functional form of the G function used in the approximation...last dimension. Example: def my_g ( x ): return x ** 3 , ( 3 * x...scikit-learn.org/stable/modules/generated/fastica-function.html -
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sklearn.decomposition.IncrementalPCA — scikit-l...
G. Holub and C. Van Loan, Chapter...Issue 1-3, pp. 125-141, May 2008. G. Golub and C. Van Loan. Matrix...scikit-learn.org/stable/modules/generated/sklearn.decomposition.IncrementalPCA.html -
10. Common pitfalls and recommended practices —...
g., fit(X) , can result in overly...These are usually estimators (e.g. RandomForestClassifi ) and cross-validation...scikit-learn.org/stable/common_pitfalls.html -
clustering.rst.txt
g. nearest-neighbor graph) * - :ref:`Mean-shift...transductive - Graph distance (e.g. nearest-neighbor graph) * - :ref:`Ward...scikit-learn.org/stable/_sources/modules/clustering.rst.txt -
t-SNE: The effect of various perplexity values ...
c = "g" ) ax . xaxis . set_major_formatter..., 0 ], Y [ green , 1 ], c = "g" ) ax . xaxis . set_major_formatter...scikit-learn.org/stable/auto_examples/manifold/plot_t_sne_perplexity.html -
sklearn.cross_decomposition.PLSCanonical — scik...
g. used inside a Pipeline . Otherwise...sub-estimator of a meta-estimator, e.g. used inside a Pipeline . Otherwise...scikit-learn.org/stable/modules/generated/sklearn.cross_decomposition.PLSCanonical.html -
sklearn.feature_extraction.text.CountVectorizer...
g., a dict) where keys are terms...sub-estimator of a meta-estimator, e.g. used inside a Pipeline . Otherwise...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.CountVectorizer.html