A repository containing the implementation of the paper entitled Learning to detect RFI in radio astronomy without seeing it

Install conda environment by:

    conda create --name rfi python=3.9.7

Run conda environment by:

    conda activate rfi

Install dependancies by running:

    pip install -r requirements

Run the following to replicate the results for HERA or LOFAR

    ./experiments/run_lofar.sh
    ./experiments/run_hera.sh

You will need to download the LOFAR and HERA datasets and specify the its path using -data_path command line option.

This project makes use of the python wrapping for AOFlagger, for detailed instructions on the installation and usage see the AOFlagger documentation

Source code of RFI-AE is licensed under the MIT License.