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grid_search.rst.txt
tion import SelectKBest >>> pipe = Pipeline([ ... ('select',...8]} >>> search = GridSearchCV(pipe, param_grid, cv=5).fit(X, y)...scikit-learn.org/stable/_sources/modules/grid_search.rst.txt -
getting_started.rst.txt
create a pipeline object >>> pipe = make_pipeline( ... StandardScaler(),...# fit the whole pipeline >>> pipe.fit(X_train, y_train) Pipel...scikit-learn.org/stable/_sources/getting_started.rst.txt -
feature_extraction.rst.txt
classifier (maybe after being piped into a :class:`~text.TfidfTransformer`...scikit-learn.org/stable/_sources/modules/feature_extraction.rst.txt -
preprocessing.rst.txt
random_state=42) >>> pipe = make_pipeline(StandardScaler(),..., LogisticRegression()) >>> pipe.fit(X_train, y_train) # apply...scikit-learn.org/stable/_sources/modules/preprocessing.rst.txt -
contributing.rst.txt
prompt:: bash pip install pytest pytest-cov ruff...each commit: .. prompt:: bash pip install pre-commit pre-commit...scikit-learn.org/dev/_sources/developers/contributing.rst.txt -
neighbors.rst.txt
KNeighborsClassifier(n_neighbors=3) >>> nca_pipe = Pipeline([('nca', nca), ('knn',...('knn', knn)]) >>> nca_pipe.fit(X_train, y_train) Pipeline(...)...scikit-learn.org/stable/_sources/modules/neighbors.rst.txt -
install.rst.txt
tab-item:: pip :class-label: tab-6 :sync: packager-pip .. tab-set::...these using conda or pip. When using pip, please ensure that *binary...scikit-learn.org/stable/_sources/install.rst.txt