HighLatMaps

This repository contains code for Stellar Reddening Based Extinction Maps for Cosmological Applications. The directories are organized as follows:

• methods_code_Nresol: Code used to generate the maps
• notebooks_main1/ and notebooks_test/ : Figures and tables.
• acc_evaluation_lib.py: Code to compute the Angular Cross-Correlation between an input map and reference extragalactic objects. Written by Core F Park.

Key Paper Figures and Tables

• Figure 1: angular_cross_correlation/PaperPlots_ExGalRefHistogram.ipynb
• Figure 2: notebooks_main1/spectra_matched/2_12_SpecTrainWise.ipynb for WISE and notebooks_main1/spectra_matched/7_1_SpecTrainSDSS_New.ipynb for SDSS
• Figure 5: notebooks_test/11_17_ComputeFinalACC.ipynb
• Figure 6: notebooks_test/11_17_ComputeFinalACC.ipynb and notebooks_test/11_17_ComputeFinalACC-Copy1.ipynb (for the only-distance-cuts map)
• Figures 7, 8 and 9: notebooks_test/11-17_PaperPlotsBias.ipynb
• Figure 10: notebooks_test/11-20_PaperPlotsACC_Bootstrapped.ipynb