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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