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Machine Learning - axionEmu - an emulator for axion cosmologies

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axionEmu is a ML-based CMB emulator. The training data are from axionCAMB (https://github.com/dgrin1/axionCAMB). The data collection files are included in data_collection_axion folder. The trained temperature power spectrum emualtor, polarisation power spectrum emulator, and temperature-polarisation cross power spectrum emulator are in axion_CMB_models folder. The basic usage and training files are in axion_training folder. For test purpose, we wrote codes for Planck 2018 analysis, see axionCAMB_EMCEE folder.

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Machine Learning - axionEmu - an emulator for axion cosmologies

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  • Jupyter Notebook 95.7%
  • Python 4.3%