CDE Methods Applications: Photo-z, LFI and Spec-Z Estimation
Repository with code for examples (Section 4) of the "Conditional Density Estimation
Tools in Python and R with Applications to Photometric Redshifts and Likelihood-Free
Cosmological Inference" paper.
Folders are arranged in the same way as the example section in the paper:
photometric_redshift_teddyis the code for photo-z estimation with TEDDY catalogue A and B (section 4.1);
lfi_cosmological_inferenceis the code for LFI for \Omega_M and \sigma_8 parameters examples using Galsim toolkit (section 4.2);
spec_z_estimationis the code for the perturbed SDSS 6 spectra and spec-z classification (section 4.3).
To reproduce the results please see the README in the respective folder.
The methods can be found at the following repositories: