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py21cmwedge

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py21cmwedge allows for quick computation of the footprint of a radio array in the (u,v) plane. This is especially useful to determine the amount of foreground leakage in image based power spectrum analysis due to "Multi-Baseline Mode Mixing."

This package's outputs can compares directly to FHD (Fast Holographic Deconvolution) and Eppsilon (error propagated power spectrum with interleaved observed noise)

Package Details

Analysis Verification

The comparison between outputs made by this package and FHD, and FHD+Eppsilon are contained in the IPython notebooks in the notebooks subfolder and viewable directly on GitHub.

A list of the notebooks and what information they include:

  • DFT_Kernel_Effects

    An analysis of the kernel of a Healpix Pixel when performing a DFT from the sky to the (u,v) plane.

  • Beam_Gridding

    A comparison of how this package and FHD grid the Beam, a single baseline and two baselines onto the UV plane.

  • Rotation_Synthesis

    A demonstration of how rotation synthesis is handled at the [u,v,w] level with this package

  • UVF_Uniform_Comparison

    A comparison of how this package and FHD+Eppsilon grid entire arrays in uniform weighting

Installation

Installing py21cmwedge

The reccommended python packaging manager to use with this repository is uv via uv pip install .

However this package is compliant and installable with pip via pip install .

Dependencies for conda users

For anaconda users, prerequisites can be installed using conda to install astropy, numpy and scipy and conda-forge for healpy (conda install -c conda-forge healpy).

This package requires the following packages :

  • numpy > 2
  • scipy >= 1.16
  • astropy >= 7
  • healpy >= 1.18

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Fast and accurate Gridding software for intereferometric arrays

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