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Experiments on sparse inverses based on the Computational Linear Algebra course at EPFL

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sparseinv

This project includes experiments, derivations and proofs of SPAI and MR, two preconditioning techniques based on sparse approximate inverses.

Structure

In the /src folder the main code can be found. In particular the scripts to run all the tables. The results will be stored in /results.

The scripts have been named in the (loosely) following convention: name_of_authors_table_to_compute.mat

Data

The matrix data is included in the folder under /datasets

Report

The reports can be found both in latex format as well as pdf in the /report folder.

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Experiments on sparse inverses based on the Computational Linear Algebra course at EPFL

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  • TeX 68.7%
  • MATLAB 31.3%