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pyfaust / packages / pyfaust 3.39.12

FAµST python toolbox

Installers

  • linux-64 v3.39.12
  • osx-64 v3.39.12
  • win-64 v3.39.3

conda install

To install this package run one of the following:
conda install -c pyfaust pyfaust

Description

The FAµST toolbox provides algorithms and data structures to decompose a given dense matrix into a product of sparse matrices in order to reduce its computational complexity (both for storage and manipulation).

FaµST can be used to: |

- speedup / reduce the memory footprint of iterative algorithms commonly used for solving high dimensional linear inverse problems,

- learn dictionaries with an intrinsically efficient implementation,

- compute (approximate) fast Fourier transforms on graphs.

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