feat: add dimensionality reduction algorithms (PCA, LDA, LLE, MDS)#13117
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Sid101098 wants to merge 1 commit intoTheAlgorithms:masterfrom
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feat: add dimensionality reduction algorithms (PCA, LDA, LLE, MDS)#13117Sid101098 wants to merge 1 commit intoTheAlgorithms:masterfrom
Sid101098 wants to merge 1 commit intoTheAlgorithms:masterfrom
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Describe your change:
Description
This PR adds implementations of four fundamental dimensionality reduction algorithms:
Algorithms Implemented:
Features:
Testing:
All algorithms have been tested with:
Files Added:
machine_learning/dimensionality_reduction/dimensionality_reduction.pyNote: This PR contains four related dimensionality reduction algorithms in one file because they share common helper functions and represent a comprehensive dimensionality reduction module.