Dimensionality reduction
========================================================================


Principal Component Analysis
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.. autoclass:: DLL.MachineLearning.UnsupervisedLearning.DimensionalityReduction.PCA
   :members:
   :undoc-members:
   :show-inheritance:

Robust Principal Component Analysis
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.. autoclass:: DLL.MachineLearning.UnsupervisedLearning.DimensionalityReduction.RobustPCA
   :members:
   :undoc-members:
   :show-inheritance:

t-Distributed Stochastic Neighbor Embedding
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.. autoclass:: DLL.MachineLearning.UnsupervisedLearning.DimensionalityReduction.TSNE
   :members:
   :undoc-members:
   :show-inheritance:

Uniform Manifold Approximation and Projection
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.. autoclass:: DLL.MachineLearning.UnsupervisedLearning.DimensionalityReduction.UMAP
   :members:
   :undoc-members:
   :show-inheritance:


Discriminant Analysis
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Linear Discriminant Analysis
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.. autoclass:: DLL.MachineLearning.UnsupervisedLearning.DimensionalityReduction.LDA
   :members:
   :undoc-members:
   :show-inheritance:

Quadratic Discriminant Analysis
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.. autoclass:: DLL.MachineLearning.UnsupervisedLearning.DimensionalityReduction.QDA
   :members:
   :undoc-members:
   :show-inheritance: