├── .gitignore ├── LICENSE ├── README.md ├── Tutorial1.ipynb ├── Tutorial2.ipynb ├── Tutorial3.ipynb ├── bayesfrag ├── __init__.py ├── gpr.py ├── inference.py ├── postprocess.py ├── sites.py ├── spatialcorrelation.py └── utils.py ├── data ├── aquila │ ├── README.md │ ├── gridmap.csv │ ├── precompute_gmm.py │ ├── rupture.json │ ├── stations.csv │ └── survey.csv ├── bayesfrag_schema_dark.png ├── bayesfrag_schema_white.png ├── tutorial1 │ ├── True_Frag_OneDim.nc │ ├── stations_withIM_PGA.csv │ └── survey_withIM_PGA.csv └── tutorial2 │ ├── gridmap.csv │ ├── gridmap_im_SAT0_300_gmm_BindiEtAl2011.npz │ ├── gridmap_im_SAT0_300_gmm_ChiouYoungs2014Italy.npz │ ├── rupture.json │ ├── stations.csv │ ├── stations_im_SAT0_300_gmm_BindiEtAl2011.npz │ ├── stations_im_SAT0_300_gmm_ChiouYoungs2014Italy.npz │ ├── survey.csv │ ├── survey_im_SAT0_300_gmm_BindiEtAl2011.npz │ └── survey_im_SAT0_300_gmm_ChiouYoungs2014Italy.npz ├── figures.ipynb ├── main_aquila_casestudy.py ├── pyproject.toml ├── results ├── aquila │ ├── Bayesian_frag_Aquila_imPGA_GMMcombo1_seedsubsampling31.nc │ ├── Bayesian_frag_Aquila_imSAT0_300_GMMcombo1_seedsubsampling11.nc │ ├── Bayesian_frag_Aquila_imSAT0_300_GMMcombo1_seedsubsampling21.nc │ ├── Bayesian_frag_Aquila_imSAT0_300_GMMcombo1_seedsubsampling31.nc │ ├── Bayesian_frag_Aquila_imSAT0_300_GMMcombo1_seedsubsampling41.nc │ ├── Bayesian_frag_Aquila_imSAT0_300_GMMcombo2_seedsubsampling31.nc │ ├── FixedIM_frag_Aquila_imPGA_GMMcombo1.nc │ ├── FixedIM_frag_Aquila_imSAT0_300_GMMcombo1.nc │ ├── FixedIM_frag_Aquila_imSAT0_300_GMMcombo2.nc │ ├── PosteriorIM_Aquila_imSAT0_300_GMMcombo1_seedsubsampling31.npz │ ├── PosteriorIM_Aquila_imSAT0_300_GMMcombo2_seedsubsampling31.npz │ ├── PriorIM_Aquila_imSAT0_300_GMMcombo1.npz │ ├── PriorIM_Aquila_imSAT0_300_GMMcombo2.npz │ └── simulated │ │ ├── Bayesian_frag_simAquila_imSAT0_300_GMMcombo1_seedsubsampling31.nc │ │ ├── FixedIM_frag_simAquila_imSAT0_300_GMMcombo1.nc │ │ └── True_frag_simAquila_imSAT0_300.nc └── tutorial1 │ ├── 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