Dataset and python codes for JGR article 2024JB030278R

File description: 01_Event_Parameter_files.zip This zip archive contains the RSQSim simulation output. Each file contains parameter information for an earthquake event. 01_generate_data_from_simulation_outputs.zip This zip archive contains python files that are used to generate the machine learning input files from he RSQSim outputs (01_Event_Parameter_files.zip) 02_machine_learning_files.zip This zip archive contains python and shell script files that are used to run the Random Forest and XGBoost machine learning files and get the testing accuracy.