Published January 17, 2025 | Version 1.0.0
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HERA RFI-SNN Polarised Dataset

  • 1. ROR icon International Centre for Radio Astronomy Research

Description

Dataset for training and evaluating RFI detection methods. Includes all four polarisation channels (XX, YY, XY, YX) (stored in this order). 

Organized as visibilities[560, 512, 512, 4], NoiseLabel[560,] and full_masks[560, 512, 512, 4].

Two separate datasets are presented, both created with the same parameters using the uploaded script.

The 25/11 dataset is stored as complex64 values - for additional complex-valued DoP calculations post-loading; hence the larger filesize.

Produced from the HERA-simulator v.4.2.2 in a script modified from Mesarcik et al. Paper

Files

Files (17.0 GB)

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md5:1e6a115a115e2a480b0d6b2580d4ba2e
1.8 GB Download
md5:f6f44e2cc05801c77d6a92138ad2b518
4.7 GB Download
md5:30ceba1e7d03784b2a5e75fe30b6d9f0
5.3 GB Download
md5:b33477c1ceb8c580866ad4162c817b71
5.3 GB Download
md5:3c0df81966ddcefa83c182b8b29b087f
8.3 kB Download