Model Fitter

• PSPL_Solver
  • PSPL_Solver
    • PSPL_Solver.make_default_priors()
    • PSPL_Solver.Prior_from_post()
    • PSPL_Solver.sample_post()
    • PSPL_Solver.LogLikelihood()
    • PSPL_Solver.log_likely()
    • PSPL_Solver.write_params_yaml()
    • PSPL_Solver.solve()
    • PSPL_Solver.separate_modes()
    • PSPL_Solver.calc_best_fit()
    • PSPL_Solver.get_best_fit()
    • PSPL_Solver.get_best_fit_modes()
    • PSPL_Solver.get_best_fit_model()
    • PSPL_Solver.load_mnest_results()
    • PSPL_Solver.load_mnest_summary()
    • PSPL_Solver.load_mnest_modes()
    • PSPL_Solver.load_mnest_results_for_dynesty()
    • PSPL_Solver.load_mnest_modes_results_for_dynesty()
    • PSPL_Solver.plot_dynesty_style()
    • PSPL_Solver.plot_model_and_data()
    • PSPL_Solver.plot_model_and_data_modes()
    • PSPL_Solver.print_likelihood()
    • PSPL_Solver.calc_chi2()
    • PSPL_Solver.calc_chi2_manual()
  • PSPL_Solver_weighted
    • PSPL_Solver_weighted.calc_weights()
    • PSPL_Solver_weighted.LogLikelihood()
    • PSPL_Solver_weighted.Prior_from_post()
    • PSPL_Solver_weighted.calc_best_fit()
    • PSPL_Solver_weighted.calc_chi2()
    • PSPL_Solver_weighted.calc_chi2_manual()
    • PSPL_Solver_weighted.get_best_fit()
    • PSPL_Solver_weighted.get_best_fit_model()
    • PSPL_Solver_weighted.get_best_fit_modes()
    • PSPL_Solver_weighted.load_mnest_modes()
    • PSPL_Solver_weighted.load_mnest_modes_results_for_dynesty()
    • PSPL_Solver_weighted.load_mnest_results()
    • PSPL_Solver_weighted.load_mnest_results_for_dynesty()
    • PSPL_Solver_weighted.load_mnest_summary()
    • PSPL_Solver_weighted.log_likely()
    • PSPL_Solver_weighted.make_default_priors()
    • PSPL_Solver_weighted.plot_dynesty_style()
    • PSPL_Solver_weighted.plot_model_and_data()
    • PSPL_Solver_weighted.plot_model_and_data_modes()
    • PSPL_Solver_weighted.print_likelihood()
    • PSPL_Solver_weighted.sample_post()
    • PSPL_Solver_weighted.separate_modes()
    • PSPL_Solver_weighted.solve()
    • PSPL_Solver_weighted.write_params_yaml()
  • PSPL_Solver_Hobson_Weighted
    • PSPL_Solver_Hobson_Weighted.log_likely()
    • PSPL_Solver_Hobson_Weighted.hobson_weight_log_likely()
    • PSPL_Solver_Hobson_Weighted.get_hobson_effective_weights()
    • PSPL_Solver_Hobson_Weighted.LogLikelihood()
    • PSPL_Solver_Hobson_Weighted.Prior_from_post()
    • PSPL_Solver_Hobson_Weighted.calc_best_fit()
    • PSPL_Solver_Hobson_Weighted.calc_chi2()
    • PSPL_Solver_Hobson_Weighted.calc_chi2_manual()
    • PSPL_Solver_Hobson_Weighted.get_best_fit()
    • PSPL_Solver_Hobson_Weighted.get_best_fit_model()
    • PSPL_Solver_Hobson_Weighted.get_best_fit_modes()
    • PSPL_Solver_Hobson_Weighted.load_mnest_modes()
    • PSPL_Solver_Hobson_Weighted.load_mnest_modes_results_for_dynesty()
    • PSPL_Solver_Hobson_Weighted.load_mnest_results()
    • PSPL_Solver_Hobson_Weighted.load_mnest_results_for_dynesty()
    • PSPL_Solver_Hobson_Weighted.load_mnest_summary()
    • PSPL_Solver_Hobson_Weighted.make_default_priors()
    • PSPL_Solver_Hobson_Weighted.plot_dynesty_style()
    • PSPL_Solver_Hobson_Weighted.plot_model_and_data()
    • PSPL_Solver_Hobson_Weighted.plot_model_and_data_modes()
    • PSPL_Solver_Hobson_Weighted.print_likelihood()
    • PSPL_Solver_Hobson_Weighted.sample_post()
    • PSPL_Solver_Hobson_Weighted.separate_modes()
    • PSPL_Solver_Hobson_Weighted.solve()
    • PSPL_Solver_Hobson_Weighted.write_params_yaml()
• Prior Generators
  • make_gen()
  • make_norm_gen()
  • make_lognorm_gen()
  • make_log10norm_gen()
  • make_truncnorm_gen()
  • make_truncnorm_gen_with_bounds()
  • make_t0_gen()
  • make_mag_base_gen()
  • make_mag_src_gen()
  • make_xS0_gen()
  • make_xS0_norm_gen()
  • make_muS_EN_gen()
  • make_muS_EN_norm_gen()
  • make_invgamma_gen()
  • compute_invgamma_params()
  • make_piS()
  • make_fdfdt()
  • random_prob()
  • weighted_quantile()
  • split_param_filter_index1()
  • generate_params_dict()
• GENERAL USE AND SHARED FUNCTIONS
  • Shared Functions
    • pointwise_likelihood()
    • debug_gp_nan()
    • plot_params()
    • plot_photometry()
    • plot_photometry_gp()
    • plot_astrometry()
    • plot_astrometry_on_sky()
    • plot_astrometry_proper_motion_removed()
    • quantiles()
    • get_mnest_results()
    • calc_AIC()
    • calc_BIC()
    • postplot()
    • cornerplot_2truth()
    • contour2d_alpha()
    • traceplot_custom()
    • cornerplot_custom()