Welcome to DeepSZSim’s documentation!

DeepSZSim offers fast simulation of clusters observed via the Sunyaev-Zel’dovich effect in the CMB.

Check out the github for installation and usage examples.

Contents:

• deepszsim package
  • Submodules
  • deepszsim.dm_halo_dist module
    • flatdist_halo()
  • deepszsim.filters module
    • get_tSZ_signal_aperture_photometry()
  • deepszsim.io_params module
    • config_obj
  • deepszsim.load_vars module
    • load_vars()
    • readh5()
  • deepszsim.make_sz_cluster module
    • P200_Battaglia2012()
    • Pe_to_y()
    • Pth_Battaglia2012()
    • generate_y_submap()
    • get_r200_angsize_and_c200()
  • deepszsim.noise module
    • generate_noise_map()
  • deepszsim.read_yaml module
    • YAMLOperator
  • deepszsim.simclusters module
    • simulate_clusters
  • deepszsim.simtools module
    • add_cmb_map_and_convolve()
    • convolve_map_with_gaussian_beam()
    • f_sz()
    • get_cls()
    • make_cmb_map()
  • deepszsim.utils module
    • Mpc_to_arcmin()
    • arcmin_to_Mpc()
    • gaussian_kernal()
    • save_sim_to_h5()
  • deepszsim.visualization module
    • plot_graphs()
    • plotting_specs()
  • Module contents
• Step-by-step tutorial for functions in deepszsim
  • Imports
  • Simulating SZ submaps using these halos
    • Thermal Pressure Profile Generation
    • Compton-y Profile Generation
  • Profile Visualization
    • CMB submap generation
    • Creating a signal (SZ + CMB) map
    • Beam Convolution
    • Adding Noise
    • Aperture Photometry
  • Creating Sims without step by step functions
  • Storing Sims
• Creating simulations using deepszsim
  • Imports
  • Creating simulations by hand
  • Creating simulations automatically