optframework.utils.general_scripts package

Created on Wed Feb 21 14:48:28 2024

@author: px2030

Submodules

• optframework.utils.general_scripts.Batch_opt_post module
  • load_cross_validation_results()
  • load_all_cv_results()
  • add_opt_params_mean()
  • plot_summary_two_charts()
  • plot_x_mean()
  • calc_delta_test()
  • plot_x_50()
  • calc_x50()
  • re_calc_lognormal_results()
  • visualize_opt_distribution()
  • main()
• optframework.utils.general_scripts.Batch_opt_post_back_up module
  • load_cross_validation_results()
  • load_all_cv_results()
  • add_opt_params_mean()
  • plot_summary_two_charts()
  • plot_x_mean()
  • calc_delta_test()
  • plot_x_50()
  • calc_x50()
  • re_calc_lognormal_results()
  • visualize_opt_distribution()
  • main()
• optframework.utils.general_scripts.convert_exp_data_Batch module
  • load_excel_data()
  • extract_minutes()
  • interpolate_data()
  • generate_nonuniform_coords()
  • process_data_xQ()
  • save_average_xQ_data()
  • generate_nonuniform_grid()
  • interpolate_Qx()
  • fit_lognormal_cdf()
  • wrap_with_linear_extrapolation()
  • plot_xQ_profiles()
  • plot_Qx_time_G_profiles()
  • calc_n_for_G()
  • calc_n_for_G_new()
  • Q0_to_Q3()
• optframework.utils.general_scripts.convert_exp_data_CB_Origin module
  • process_origin_sheets_and_save()
  • save_to_excel()
  • recalc_qx_and_Qx()
  • plot_Q_comparison()
  • calc_n_for_E()
• optframework.utils.general_scripts.generate_psd module
  • generate_psd_normal()
  • generate_psd_lognormal()
  • find_x_f()
  • full_psd()
• optframework.utils.general_scripts.generate_synth_data module
  • calc_function()
• optframework.utils.general_scripts.global_sensitivity_analysis module
  • transform_parameters()
  • transform_parameters_to_dict()
  • evaluate_model()
  • save_to_csv()
• optframework.utils.general_scripts.global_sensitivity_analysis_Batch module
  • transform_parameters()
  • transform_parameters_to_dict()
  • evaluate_model()
  • save_to_csv()
• optframework.utils.general_scripts.opt_config module
• optframework.utils.general_scripts.psd_opt_post module
  • calc_diff()
  • visualize_sampler_iter()
  • visualize_diff_mean()
  • visualize_diff_kernel_mse()
  • visualize_correlation()
  • correlation_analysis()
  • calc_save_PSD_delta()
  • calc_ori_mse()
  • do_remove_small_results()
  • write_origin_data()
  • which_group()
  • read_results()
  • get_kernels_form_data_name()
  • calc_rel_mse()
  • compare_dicts()
  • get_search_range()
  • visualize_diff_mean_radar()
  • radar_chart()
  • visualize_diff_kernel_value_old()
  • visualize_diff_kernel_value()
  • visualize_PSD()
  • return_animation()
  • return_one_frame()