Adding all project files

venv/Lib/site-packages/sklearn/decomposition/__init__.py

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+"""
+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.
+"""
+
+
+from ._nmf import (
+    NMF,
+    MiniBatchNMF,
+    non_negative_factorization,
+)
+from ._pca import PCA
+from ._incremental_pca import IncrementalPCA
+from ._kernel_pca import KernelPCA
+from ._sparse_pca import SparsePCA, MiniBatchSparsePCA
+from ._truncated_svd import TruncatedSVD
+from ._fastica import FastICA, fastica
+from ._dict_learning import (
+    dict_learning,
+    dict_learning_online,
+    sparse_encode,
+    DictionaryLearning,
+    MiniBatchDictionaryLearning,
+    SparseCoder,
+)
+from ._factor_analysis import FactorAnalysis
+from ..utils.extmath import randomized_svd
+from ._lda import LatentDirichletAllocation
+
+
+__all__ = [
+    "DictionaryLearning",
+    "FastICA",
+    "IncrementalPCA",
+    "KernelPCA",
+    "MiniBatchDictionaryLearning",
+    "MiniBatchNMF",
+    "MiniBatchSparsePCA",
+    "NMF",
+    "PCA",
+    "SparseCoder",
+    "SparsePCA",
+    "dict_learning",
+    "dict_learning_online",
+    "fastica",
+    "non_negative_factorization",
+    "randomized_svd",
+    "sparse_encode",
+    "FactorAnalysis",
+    "TruncatedSVD",
+    "LatentDirichletAllocation",
+]