15 lines
669 B
Python
15 lines
669 B
Python
"""
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The :mod:`sklearn.decomposition` module includes matrix decomposition
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algorithms, including among others PCA, NMF or ICA. Most of the algorithms of
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this module can be regarded as dimensionality reduction techniques.
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"""
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from .nmf import NMF, ProjectedGradientNMF
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from .pca import PCA, RandomizedPCA, ProbabilisticPCA
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from .kernel_pca import KernelPCA
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from .sparse_pca import SparsePCA, MiniBatchSparsePCA
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from .fastica_ import FastICA, fastica
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from .dict_learning import dict_learning, dict_learning_online, sparse_encode,\
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DictionaryLearning, MiniBatchDictionaryLearning,\
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SparseCoder, sparse_encode_parallel
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