Mimicking the halo-galaxy connection using machine learning

This is the code repository related to the paper Mimicking the halo-galaxy connection using machine learning. It contains:

• All the ML models developed in the work;
• Examples about how using them in the paper analysis;
• The SMOGN codes used to do the data augmentation in the dataset;

For further information, suggestions or doubts, please contact:

• Natalí de Santi: natalidesanti@gmail.com or natali.santi@usp.br
• Natália Rodrigues: natvnr@gmail.com or natalia.villa.rodrigues@usp.br

If you use any of the codes or models presented here, please cite the paper: https://arxiv.org/abs/2201.06054.