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Add PCA as dimensionality reduction method#122

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stefanhahmann wants to merge 42 commits intomasterfrom
pca
Open

Add PCA as dimensionality reduction method#122
stefanhahmann wants to merge 42 commits intomasterfrom
pca

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@stefanhahmann stefanhahmann commented Nov 26, 2024

This PR introduces support for Principal Component Analysis (PCA) as a new dimensionality reduction method and updates both the feature computation and user interface accordingly. Key changes include:

  • Adding new PCA feature computation implementations and tests for both spot and branch models.
  • Updating the UI to include a PCA radio button and handle PCA-specific settings.
  • Updating documentation and build configurations to reflect the new PCA support.
  • Activate t-SNE feature computation
  • Update documentation to reflect the new t-SNE support.

@stefanhahmann stefanhahmann self-assigned this Nov 26, 2024
@stefanhahmann stefanhahmann changed the base branch from t-sne to master November 26, 2024 14:33
@stefanhahmann stefanhahmann force-pushed the pca branch 19 times, most recently from b45ca12 to f6597f3 Compare December 3, 2024 13:57
@stefanhahmann stefanhahmann force-pushed the pca branch 8 times, most recently from d7ca475 to 3f89521 Compare December 9, 2024 11:38
Stefan Hahmann added 28 commits January 21, 2026 13:26
…ther the distinct input data clouds lead to distinct output clusters
* The current version of smile 4.0.0 is not in sync with the latest developments of the library
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