Random Projection

6.6. Random Projection

 Scikit-learn User Guide

The sklearn.random_projection module implements a simple and computationally efficient way to reduce the dimensionality of the data by trading a controlled amount of accuracy (as additional varianc......

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The Johnson-Lindenstrauss bound for embedding with random projections

 Scikit-learn Examples

The Johnson-Lindenstrauss bound for embedding with random projections The Johnson-Lindenstrauss lemma states that any high dimensional dataset can be randomly projected into a lower dimensional Euclid...

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