Module Expr Str ImportFrom alias alias alias ImportFrom alias alias ImportFrom alias ImportFrom alias ImportFrom alias alias ImportFrom alias ImportFrom alias alias ImportFrom alias alias alias alias alias alias ImportFrom alias ImportFrom alias ImportFrom alias Assign NameStore ListLoad Str Str Str Str Str Str Str Str Str Str Str Str Str Str Str Str Str Str Str Str Str
N/A N/A 
The :mod:`sklearn.decomposition` module includes matrix decomposition
algorithms, including among others PCA, NMF or ICA. Most of the algorithms of
this module can be regarded as dimensionality reduction techniques.
 nmf NMF ProjectedGradientNMF non_negative_factorization pca PCA RandomizedPCA incremental_pca IncrementalPCA kernel_pca KernelPCA sparse_pca SparsePCA MiniBatchSparsePCA truncated_svd TruncatedSVD fastica_ FastICA fastica dict_learning dict_learning dict_learning_online sparse_encode DictionaryLearning MiniBatchDictionaryLearning SparseCoder factor_analysis FactorAnalysis utils.extmath randomized_svd online_lda LatentDirichletAllocation N/A __all__ N/A DictionaryLearning FastICA IncrementalPCA KernelPCA MiniBatchDictionaryLearning MiniBatchSparsePCA NMF PCA ProjectedGradientNMF RandomizedPCA SparseCoder SparsePCA dict_learning dict_learning_online fastica non_negative_factorization randomized_svd sparse_encode FactorAnalysis TruncatedSVD LatentDirichletAllocation