Index

_

__init__() (fitting.custom_function_evaluator.CustomFunctionEvaluator method)

__repr__() (fitting.custom_function_evaluator.CustomFunctionEvaluator method)

A

all_fits_single_dataset() (in module main_program) apply_all_equations() (in module fitting.workflow_controller) apply_cleaning() (in module data_analysis.cleaning) apply_hover_to_children() (in module config.theme) apply_transform() (in module data_analysis.transforms) ask_custom_formula() (in module frontend.ui_dialogs.equation)

ask_equation_type() (in module frontend.ui_dialogs.equation) ask_multiple_x_variables() (in module frontend.ui_dialogs.data_selection) ask_num_fits() (in module frontend.ui_dialogs.equation) ask_num_parameters() (in module frontend.ui_dialogs.equation) ask_parameter_names() (in module frontend.ui_dialogs.equation) ask_variables() (in module frontend.ui_dialogs.data_selection)

B

bind_enter_to_accept() (in module frontend.keyboard_nav)

bind_tooltip() (in module frontend.ui_dialogs.tooltip)

C

config module config.color_utils module config.constants module config.env module config.paths module config.theme module configure_ttk_styles() (in module config.theme) coordinate_custom_equation() (in module fitting.workflow_controller)

coordinate_data_loading() (in module fitting.workflow_controller) coordinate_data_viewing() (in module fitting.workflow_controller) coordinate_equation_selection() (in module fitting.workflow_controller) cos_function() (in module fitting.functions.trigonometric) cos_function_with_c() (in module fitting.functions.trigonometric) cosh_function() (in module fitting.functions.trigonometric) create_3d_plot() (in module plotting.plot_utils) create_main_menu() (in module frontend.ui_main_menu) create_pair_plots() (in module plotting.plot_utils) create_plot() (in module plotting.plot_utils) create_residual_plot() (in module plotting.plot_utils) create_result_window() (in module frontend.ui_dialogs.result) csv_reader() (in module loaders.loading_utils) CustomFunctionEvaluator (class in fitting.custom_function_evaluator) cycle_language() (in module streamlit_app.sections.sidebar)

D

data_analysis module data_analysis.cleaning module

data_analysis.transforms module DataLoadError DataValidationError

E

ensure_output_directory() (in module config.paths) EquationError estimate_binomial_parameters() (in module fitting.estimators) estimate_exponential_parameters() (in module fitting.estimators) estimate_gaussian_parameters() (in module fitting.estimators) estimate_hyperbolic_bounds() (in module fitting.estimators) estimate_hyperbolic_parameters() (in module fitting.estimators) estimate_inverse_parameter() (in module fitting.estimators)

estimate_linear_parameters() (in module fitting.estimators) estimate_ln_parameter() (in module fitting.estimators) estimate_phase_shift() (in module fitting.estimators) estimate_polynomial_parameters() (in module fitting.estimators) estimate_single_power_parameter() (in module fitting.estimators) estimate_square_pulse_parameters() (in module fitting.estimators) estimate_trigonometric_parameters() (in module fitting.estimators) excel_reader() (in module loaders.loading_utils)

F

FileNotFoundError fit() (fitting.custom_function_evaluator.CustomFunctionEvaluator method) fit_binomial_function() (in module fitting.functions.special) fit_cos_function() (in module fitting.functions.trigonometric) fit_cos_function_with_c() (in module fitting.functions.trigonometric) fit_cosh_function() (in module fitting.functions.trigonometric) fit_exponential_function() (in module fitting.functions.special) fit_fourth_power() (in module fitting.functions.polynomials) fit_gaussian_function() (in module fitting.functions.special) fit_hermite_polynomial_3() (in module fitting.functions.special) fit_hermite_polynomial_4() (in module fitting.functions.special) fit_inverse_function() (in module fitting.functions.inverse) fit_inverse_square_function() (in module fitting.functions.inverse) fit_linear_function() (in module fitting.functions.polynomials) fit_linear_function_with_n() (in module fitting.functions.polynomials) fit_ln_function() (in module fitting.functions.inverse) fit_quadratic_function() (in module fitting.functions.polynomials) fit_quadratic_function_complete() (in module fitting.functions.polynomials) fit_sin_function() (in module fitting.functions.trigonometric) fit_sin_function_with_c() (in module fitting.functions.trigonometric) fit_sinh_function() (in module fitting.functions.trigonometric) fit_square_pulse_function() (in module fitting.functions.special) fit_tan_function() (in module fitting.functions.trigonometric) fit_tan_function_with_c() (in module fitting.functions.trigonometric) fitting.custom_function_evaluator module fitting.estimators module fitting.fitting_functions module fitting.fitting_utils module fitting.functions._base module fitting.functions.inverse module fitting.functions.polynomials module

fitting.functions.special module fitting.functions.trigonometric module fitting.workflow_controller module FittingError format_parameter() (in module fitting.fitting_utils) format_scientific() (in module fitting.fitting_utils) fourth_power() (in module fitting.functions.polynomials) frontend.image_utils module frontend.keyboard_nav module frontend.ui_dialogs module frontend.ui_dialogs.config_dialog module frontend.ui_dialogs.data_selection module frontend.ui_dialogs.equation module frontend.ui_dialogs.help module frontend.ui_dialogs.load_data_dialog module frontend.ui_dialogs.result module frontend.ui_dialogs.save_data_dialog module frontend.ui_dialogs.tooltip module frontend.ui_main_menu module frontend.window_utils module

G

generate_inverse_function() (in module fitting.functions.inverse) generate_polynomial_function() (in module fitting.functions.polynomials) generate_trigonometric_function() (in module fitting.functions.trigonometric) generic_fit() (in module fitting.fitting_utils) get_current_env_values() (in module config.env) get_default_save_directory() (in module loaders.saving_utils) get_entry_font() (in module config.theme) get_env() (in module config.env) get_env_from_schema() (in module config.env) get_equation_format_for_function() (in module fitting.fitting_utils) get_equation_param_info() (in module fitting.fitting_utils)

get_equation_param_names_for_function() (in module fitting.fitting_utils) get_fitting_function() (in module fitting.fitting_utils) get_function() (fitting.custom_function_evaluator.CustomFunctionEvaluator method) get_logger() (in module utils.logger) get_main_css() (in module streamlit_app.theme) get_output_path() (in module config.paths) get_project_root() (in module config.paths) get_streamlit_theme() (in module streamlit_app.theme) get_temp_output_dir() (in module streamlit_app.sections.data) get_variable_names() (in module loaders.data_loader) (in module streamlit_app.sections.data)

I

i18n module initialize_and_validate_config() (in module config.env) initialize_i18n() (in module i18n)

initialize_session_state() (in module streamlit_app.sections.sidebar) InvalidFileTypeError inverse_function() (in module fitting.functions.inverse) inverse_square_function() (in module fitting.functions.inverse) is_update_available() (in module utils.update_checker)

L

lighten_hex() (in module config.color_utils) linear_function() (in module fitting.functions.polynomials) linear_function_with_n() (in module fitting.functions.polynomials) ln_function() (in module fitting.functions.inverse) load_data() (in module loaders.data_loader) load_image_scaled() (in module frontend.image_utils) load_uploaded_file() (in module streamlit_app.sections.data)

loaders.data_loader module loaders.loading_utils module loaders.saving_utils module log_exception() (in module utils.logger)

M

main() (in module main_program) (in module streamlit_app.app) main_program module merge_bounds() (in module fitting.fitting_utils) merge_initial_guess() (in module fitting.fitting_utils) mode_checker_fitting() (in module streamlit_app.sections.modes) mode_multiple_datasets() (in module streamlit_app.sections.modes) mode_normal_fitting() (in module streamlit_app.sections.modes) mode_total_fitting() (in module streamlit_app.sections.modes) mode_view_data() (in module streamlit_app.sections.modes) module config config.color_utils config.constants config.env config.paths config.theme data_analysis data_analysis.cleaning data_analysis.transforms fitting.custom_function_evaluator fitting.estimators fitting.fitting_functions fitting.fitting_utils fitting.functions._base fitting.functions.inverse fitting.functions.polynomials fitting.functions.special fitting.functions.trigonometric fitting.workflow_controller frontend.image_utils frontend.keyboard_nav frontend.ui_dialogs frontend.ui_dialogs.config_dialog frontend.ui_dialogs.data_selection frontend.ui_dialogs.equation frontend.ui_dialogs.help frontend.ui_dialogs.load_data_dialog frontend.ui_dialogs.result frontend.ui_dialogs.save_data_dialog frontend.ui_dialogs.tooltip frontend.ui_main_menu frontend.window_utils i18n loaders.data_loader loaders.loading_utils loaders.saving_utils main_program plotting.plot_utils streamlit_app.app streamlit_app.sections streamlit_app.sections.data streamlit_app.sections.fitting streamlit_app.sections.help_section streamlit_app.sections.modes streamlit_app.sections.results streamlit_app.sections.sidebar streamlit_app.theme utils.exceptions utils.logger utils.update_checker utils.validators

multiple_fit_with_loop() (in module fitting.workflow_controller) multiple_fits_single_dataset() (in module main_program) muted_from_hex() (in module config.color_utils)

N

normal_fitting() (in module main_program)

O

open_load_dialog() (in module frontend.ui_dialogs.load_data_dialog)

open_save_dialog() (in module frontend.ui_dialogs.save_data_dialog)

P

parse_optional_float() (in module utils.validators) perform_fit() (in module streamlit_app.sections.fitting) perform_git_pull() (in module utils.update_checker) place_window_centered() (in module frontend.window_utils)

plot_display_path() (in module frontend.image_utils) plotting.plot_utils module preview_path_to_remove_after_display() (in module frontend.image_utils)

Q

quadratic_function() (in module fitting.functions.polynomials)

quadratic_function_complete() (in module fitting.functions.polynomials)

R

record_check_done() (in module utils.update_checker) RegressionLabError

reload_data_by_type() (in module fitting.workflow_controller) remove_markdown_bold() (in module frontend.ui_dialogs.help)

S

save_dataframe() (in module loaders.saving_utils) select_variables() (in module streamlit_app.sections.fitting) setup_arrow_enter_navigation() (in module frontend.keyboard_nav) setup_fonts() (in module config.theme) setup_logging() (in module utils.logger) setup_sidebar() (in module streamlit_app.sections.sidebar) should_run_check() (in module utils.update_checker) show_config_dialog() (in module frontend.ui_dialogs.config_dialog) show_data_dialog() (in module frontend.ui_dialogs.data_selection) show_data_view_help_dialog() (in module frontend.ui_dialogs.help) show_data_with_pair_plots() (in module streamlit_app.sections.data) show_equation_selector() (in module streamlit_app.sections.fitting) show_exit_confirmation() (in module frontend.ui_main_menu) show_help() (in module main_program) show_help_dialog() (in module frontend.ui_dialogs.help) show_help_section() (in module streamlit_app.sections.help_section) show_logo() (in module streamlit_app.sections.sidebar) show_results() (in module streamlit_app.sections.results) sin_function() (in module fitting.functions.trigonometric) sin_function_with_c() (in module fitting.functions.trigonometric) single_fit_multiple_datasets() (in module main_program)

single_fit_with_loop() (in module fitting.workflow_controller) sinh_function() (in module fitting.functions.trigonometric) start_main_menu() (in module frontend.ui_main_menu) streamlit_app.app module streamlit_app.sections module streamlit_app.sections.data module streamlit_app.sections.fitting module streamlit_app.sections.help_section module streamlit_app.sections.modes module streamlit_app.sections.results module streamlit_app.sections.sidebar module streamlit_app.theme module

T

t() (in module i18n) tan_function() (in module fitting.functions.trigonometric)

tan_function_with_c() (in module fitting.functions.trigonometric) txt_reader() (in module loaders.loading_utils)

U

utils.exceptions module utils.logger module

utils.update_checker module utils.validators module

V

validate_data_format() (in module utils.validators) validate_dataframe() (in module utils.validators) validate_file_path() (in module utils.validators)

validate_file_type() (in module utils.validators) validate_fitting_data() (in module utils.validators) validate_parameter_names() (in module utils.validators) ValidationError

W

watch_data() (in module main_program)

write_env_file() (in module config.env)