data/config.yaml

path_calib: "/data/astro/scratch/lcabayol/insight/data/Euclid_EXT_MER_PHZ_DC2_v1.5/euclid_cosmos_DC2_S1_v2.1_calib_clean.fits"
path_valid: "/data/astro/scratch/lcabayol/insight/data/Euclid_EXT_MER_PHZ_DC2_v1.5/euclid_cosmos_DC2_S1_v2.1_valid_matched.fits"

only_zs: False
extinction_corr: False

photo_z_column: "photo_z_L15"
spec_z_column: "z_spec_S15"

output_model: "/data/astro/scratch/lcabayol/insight/data/models/"
file_type: "features"
predict_photoz: False
ntransformation: 8
bands:
  - 'FLUX_G_2'
  - 'FLUX_R_2'
  - 'FLUX_I_2'
  - 'FLUX_Z_2'
  - 'FLUX_Y_2'
  - 'FLUX_J_2'
  - 'FLUX_H_2'

columns_ebv:
  - 'EB_V_corr_FLUX_G'
  - 'EB_V_corr_FLUX_R'
  - 'EB_V_corr_FLUX_I'
  - 'EB_V_corr_FLUX_Z'
  - 'EB_V_corr_FLUX_Y'
  - 'EB_V_corr_FLUX_J'
  - 'EB_V_corr_FLUX_H'

hyperparams:
  step_size: 400         # Number of samples per batch during training
  nepochs: 600             # Number of training epochs
  learning_rate: 0.001
  nGauss_MDN: 6