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CSH : Compressed-Sensing for Herschel

What is csh ?

This is a package to test compressed-sensing methods for PACS/Herschel data.

Modules

The structure of the package is as follows :

  • compression : implements various compression matrices
  • filter : utilities to derive noise filter from data (very alpha stage)
  • mapmaking : calls all the mapmaking stages for a set of data
  • score : methods to score various compression matrices (alpha)

Requirements

List of requirements :

  • numpy
  • scipy
  • tamasis (to be release : for PACS map-making)
  • fht (for fast hadamard transform)
  • lo (linear operators and sparse algorithms)

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Compressed sensing for Herschel

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  • Python 100.0%