pca: A Python Package for Principal Component Analysis
JSON →pca is a Python package for Principal Component Analysis (PCA), providing extended functionality beyond basic scikit-learn implementations. It leverages sklearn's core for compatibility while offering features like SparsePCA and TruncatedSVD, comprehensive analysis, and advanced plotting capabilities such as biplots, explained variance plots, outlier detection, and feature importance extraction. The current version is 2.10.2, and it is actively maintained.
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API endpoints
full doc /v1/registry/pca
install /v1/registry/pca/install
compatibility /v1/registry/pca/compatibility