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Showing content from https://scikit-learn.org/stable/api/sklearn.datasets.html below:

sklearn.datasets — scikit-learn 1.7.0 documentation

clear_data_home

Delete all the content of the data home cache.

dump_svmlight_file

Dump the dataset in svmlight / libsvm file format.

fetch_20newsgroups

Load the filenames and data from the 20 newsgroups dataset (classification).

fetch_20newsgroups_vectorized

Load and vectorize the 20 newsgroups dataset (classification).

fetch_california_housing

Load the California housing dataset (regression).

fetch_covtype

Load the covertype dataset (classification).

fetch_file

Fetch a file from the web if not already present in the local folder.

fetch_kddcup99

Load the kddcup99 dataset (classification).

fetch_lfw_pairs

Load the Labeled Faces in the Wild (LFW) pairs dataset (classification).

fetch_lfw_people

Load the Labeled Faces in the Wild (LFW) people dataset (classification).

fetch_olivetti_faces

Load the Olivetti faces data-set from AT&T (classification).

fetch_openml

Fetch dataset from openml by name or dataset id.

fetch_rcv1

Load the RCV1 multilabel dataset (classification).

fetch_species_distributions

Loader for species distribution dataset from Phillips et.

get_data_home

Return the path of the scikit-learn data directory.

load_breast_cancer

Load and return the breast cancer Wisconsin dataset (classification).

load_diabetes

Load and return the diabetes dataset (regression).

load_digits

Load and return the digits dataset (classification).

load_files

Load text files with categories as subfolder names.

load_iris

Load and return the iris dataset (classification).

load_linnerud

Load and return the physical exercise Linnerud dataset.

load_sample_image

Load the numpy array of a single sample image.

load_sample_images

Load sample images for image manipulation.

load_svmlight_file

Load datasets in the svmlight / libsvm format into sparse CSR matrix.

load_svmlight_files

Load dataset from multiple files in SVMlight format.

load_wine

Load and return the wine dataset (classification).


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