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Comparison of dimensionality reduction techniques (SVD & Autoencoder)

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svd-vs-autoencoder

Comparison of dimensionality reduction results of SVD vs Autoencoder

This code is a technical part of the "Matrix factorizations application in text analysis" project.

The main aim was to compare results of dimensionaity reduction using SVD and Autoencoder. Results were compared by building classification model on the compressed data and evaluating it.

Folders' names refer to the corresponding steps of processing Data for each step is in archive in the corresponding folder

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Comparison of dimensionality reduction techniques (SVD & Autoencoder)

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