Examples based on real world datasets#
Applications to real world problems with some medium sized datasets or interactive user interface.
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Compressive sensing: tomography reconstruction with L1 prior (Lasso)
Compressive sensing: tomography reconstruction with L1 prior (Lasso)
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Faces recognition example using eigenfaces and SVMs
Faces recognition example using eigenfaces and SVMs
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Topic extraction with Non-negative Matrix Factorization and Latent Dirichlet Allocation
Topic extraction with Non-negative Matrix Factorization and Latent Dirichlet Allocation