This repository contains the scripts, utilities, data vectors, and covariances used in the paper Joint constraints on cosmology and the impact of baryon feedback: combining KiDS-1000 lensing with the thermal Sunyaev-Zeldovich effect from Planck and ACT.
The main dependencies are
- NaMaster, for the estimation of the pseudo-Cls and Gaussian covariances,
- pyhmcode, for the non-linear power spectra models and halo profiles,
- CCL, for the non-Gaussian covariance contributions,
- kcap, for the inference pipeline.
data/: Contains catalogue statistics and data products with multiple applications (e.g., speficiation of the ell-binning).notebooks/: Collection of Jupyter notebooks used in data reduction and exploration.results/: Data vectors and covariances used in the analysis.paper/: Scripts to create the plots used in the paper.scripts/: Collection of scripts used in the data reduction. The measurement "pipeline" is described inscripts/README.md.tools/: Collection of tools used in the analysis. The distinction betweenscriptsandtoolsis somewhat arbitrary.