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Example code to run prediction pipeline from Carvajal et al. 2023

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racarvajal/ML_prediction_pipeline_run

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Prediction of radio-detectable AGN with Machine Learning pipeline

Jupyter notebook with example script to load and run prediction pipeline from Carvajal et al., 2023. (https://arxiv.org/abs/2309.11652)

Data and model files can be obtained from Zenodo

  • running_pred_pipeline.ipynb contains a simple code to download the files and run the prediction pipeline on them.
  • global_variables.py contains names and paths of files for running the code.
  • global_functions.py contains a few functions to run each step of the prediction pipeline.