Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | R | S | T | U | V | W | Y | Z _ __annotations__ (zensols.datdesc.domain.LatexTableError attribute) (zensols.datdesc.hyperparam.HyperparamError attribute) (zensols.datdesc.hyperparam.HyperparamValueError attribute) __init__() (zensols.datdesc.app.Application method) (zensols.datdesc.app.PrototypeApplication method) (zensols.datdesc.cli.ApplicationFactory method) (zensols.datdesc.desc.DataDescriber method) (zensols.datdesc.desc.DataFrameDescriber method) (zensols.datdesc.domain.VariableParam method) (zensols.datdesc.hyperparam.Hyperparam method) (zensols.datdesc.hyperparam.HyperparamContainer method) (zensols.datdesc.hyperparam.HyperparamModel method) (zensols.datdesc.hyperparam.HyperparamSet method) (zensols.datdesc.hyperparam.HyperparamSetLoader method) (zensols.datdesc.mng.CsvToLatexTable method) (zensols.datdesc.mng.TableFileManager method) (zensols.datdesc.opt.CompareResult method) (zensols.datdesc.opt.HyperparameterOptimizer method) (zensols.datdesc.opt.HyperparamResult method) (zensols.datdesc.opt.HyperparamRun method) (zensols.datdesc.optscore.ScoringHyperparameterOptimizer method) (zensols.datdesc.table.LongTable method) (zensols.datdesc.table.SlackTable method) (zensols.datdesc.table.Table method) __module__ (zensols.datdesc.domain.DataDescriptionError attribute) (zensols.datdesc.domain.LatexTableError attribute) (zensols.datdesc.hyperparam.HyperparamError attribute) (zensols.datdesc.hyperparam.HyperparamValueError attribute) A add_summary() (zensols.datdesc.desc.DataDescriber method) aggregate_score_dir (zensols.datdesc.opt.HyperparameterOptimizer property) aggregate_scores() (zensols.datdesc.opt.HyperparameterOptimizer method) app (zensols.datdesc.app.PrototypeApplication attribute) Application (class in zensols.datdesc.app) ApplicationFactory (class in zensols.datdesc.cli) B baseline_path (zensols.datdesc.opt.HyperparameterOptimizer attribute) best_eval_ix (zensols.datdesc.opt.CompareResult attribute) best_loss (zensols.datdesc.opt.CompareResult attribute) best_param (zensols.datdesc.opt.CompareResult attribute) best_result (zensols.datdesc.opt.HyperparamRun property) best_scores (zensols.datdesc.opt.CompareResult attribute) blank_columns (zensols.datdesc.table.Table attribute) bold_cells (zensols.datdesc.table.Table attribute) bold_max_columns (zensols.datdesc.table.Table attribute) C capitalize_columns (zensols.datdesc.table.Table attribute) caption (zensols.datdesc.table.Table attribute) choices (zensols.datdesc.hyperparam.Hyperparam attribute) CLASS_MAP (zensols.datdesc.hyperparam.Hyperparam attribute) CLI_META (zensols.datdesc.app.PrototypeApplication attribute) clone() (zensols.datdesc.hyperparam.HyperparamModel method) cls (zensols.datdesc.hyperparam.Hyperparam property) column_aligns (zensols.datdesc.table.Table attribute) column_evals (zensols.datdesc.table.Table attribute) column_keeps (zensols.datdesc.table.Table attribute) column_removes (zensols.datdesc.table.Table attribute) column_renames (zensols.datdesc.table.Table attribute) column_value_replaces (zensols.datdesc.table.Table attribute) columns (zensols.datdesc.table.SlackTable property) (zensols.datdesc.table.Table property) CompareResult (class in zensols.datdesc.opt) config (zensols.datdesc.hyperparam.HyperparamSetLoader attribute) config_factory (zensols.datdesc.opt.HyperparameterOptimizer property) create_dataframe_describer() (zensols.datdesc.hyperparam.HyperparamModel method) create_describer() (zensols.datdesc.hyperparam.HyperparamSet method) create_table() (zensols.datdesc.desc.DataFrameDescriber method) csv_dir (zensols.datdesc.desc.DataDescriber attribute) csv_path (zensols.datdesc.desc.DataFrameDescriber property) CsvToLatexTable (class in zensols.datdesc.mng) D data (zensols.datdesc.hyperparam.HyperparamSetLoader attribute) data_file_regex (zensols.datdesc.app.Application attribute) DataDescriber (class in zensols.datdesc.desc) DataDescriptionError dataframe (zensols.datdesc.table.Table property) DataFrameDescriber (class in zensols.datdesc.desc) derive() (zensols.datdesc.desc.DataFrameDescriber method) derive_with_index_meta() (zensols.datdesc.desc.DataFrameDescriber method) desc (zensols.datdesc.desc.DataFrameDescriber attribute) (zensols.datdesc.hyperparam.HyperparamModel attribute) describers (zensols.datdesc.desc.DataDescriber attribute) describers_by_name (zensols.datdesc.desc.DataDescriber property) df (zensols.datdesc.desc.DataFrameDescriber attribute) df_code (zensols.datdesc.table.Table attribute) df_code_exec (zensols.datdesc.table.Table attribute) df_code_exec_pre (zensols.datdesc.table.Table attribute) df_code_pre (zensols.datdesc.table.Table attribute) df_with_index_meta() (zensols.datdesc.desc.DataFrameDescriber method) doc (zensols.datdesc.hyperparam.Hyperparam attribute) (zensols.datdesc.hyperparam.HyperparamModel attribute) double_hlines (zensols.datdesc.table.Table attribute) E eval_ix (zensols.datdesc.opt.HyperparamResult attribute) F final (zensols.datdesc.opt.HyperparamRun property) final_path (zensols.datdesc.opt.HyperparamRun property) flatten() (zensols.datdesc.hyperparam.HyperparamContainer method) (zensols.datdesc.hyperparam.HyperparamModel method) (zensols.datdesc.hyperparam.HyperparamSet method) format_table() (zensols.datdesc.desc.DataFrameDescriber method) format_tables() (zensols.datdesc.desc.DataDescriber method) format_thousand() (zensols.datdesc.table.Table static method) format_thousands_column_names (zensols.datdesc.table.Table attribute) formatted_dataframe (zensols.datdesc.table.Table property) from_dir() (zensols.datdesc.opt.HyperparamRun class method) from_file() (zensols.datdesc.opt.HyperparamResult class method) from_table() (zensols.datdesc.desc.DataFrameDescriber class method) from_yaml_file() (zensols.datdesc.desc.DataDescriber class method) G gather_aggregate_scores() (zensols.datdesc.opt.HyperparameterOptimizer method) generate_hyperparam() (zensols.datdesc.app.Application method) generate_tables() (zensols.datdesc.app.Application method) get() (zensols.datdesc.hyperparam.HyperparamModel method) (zensols.datdesc.hyperparam.HyperparamSet method) get_best_result() (zensols.datdesc.opt.HyperparameterOptimizer method) get_best_results() (zensols.datdesc.opt.HyperparameterOptimizer method) get_cmd_args() (zensols.datdesc.table.Table method) get_comparison() (zensols.datdesc.opt.HyperparameterOptimizer method) get_params() (zensols.datdesc.table.Table method) get_run() (zensols.datdesc.opt.HyperparameterOptimizer method) get_score_dataframe() (zensols.datdesc.opt.HyperparameterOptimizer method) get_type_str() (zensols.datdesc.hyperparam.Hyperparam method) H head (zensols.datdesc.table.Table attribute) header (zensols.datdesc.table.Table property) hlines (zensols.datdesc.table.Table attribute) hyp (zensols.datdesc.opt.HyperparamResult attribute) Hyperparam (class in zensols.datdesc.hyperparam) hyperparam_file_regex (zensols.datdesc.app.Application attribute) hyperparam_names (zensols.datdesc.opt.HyperparameterOptimizer attribute) hyperparam_table_default (zensols.datdesc.app.Application attribute) HyperparamContainer (class in zensols.datdesc.hyperparam) HyperparamError HyperparameterOptimizer (class in zensols.datdesc.opt) HyperparamModel (class in zensols.datdesc.hyperparam) HyperparamResult (class in zensols.datdesc.opt) HyperparamRun (class in zensols.datdesc.opt) hyperparams (zensols.datdesc.opt.HyperparameterOptimizer property) HyperparamSet (class in zensols.datdesc.hyperparam) HyperparamSetLoader (class in zensols.datdesc.hyperparam) HyperparamValueError I index_col_name (zensols.datdesc.table.Table attribute) index_format (zensols.datdesc.domain.VariableParam attribute) index_meta (zensols.datdesc.desc.DataFrameDescriber attribute) initial_loss (zensols.datdesc.opt.CompareResult attribute) (zensols.datdesc.opt.HyperparamRun property) initial_param (zensols.datdesc.opt.CompareResult attribute) initial_scores (zensols.datdesc.opt.CompareResult attribute) intermediate_dir (zensols.datdesc.opt.HyperparameterOptimizer attribute) interval (zensols.datdesc.hyperparam.Hyperparam attribute) interval_str (zensols.datdesc.hyperparam.Hyperparam property) K keys() (zensols.datdesc.desc.DataDescriber method) L latex_environment (zensols.datdesc.table.LongTable property) (zensols.datdesc.table.SlackTable property) (zensols.datdesc.table.Table property) LatexTableError load() (zensols.datdesc.hyperparam.HyperparamSetLoader method) LongTable (class in zensols.datdesc.table) loss (zensols.datdesc.opt.HyperparamResult attribute) loss_stats (zensols.datdesc.opt.HyperparamRun property) losses (zensols.datdesc.opt.HyperparamRun property) M main() (in module zensols.datdesc.cli) make_percent_column_names (zensols.datdesc.table.Table attribute) mangle_sheet_name (zensols.datdesc.desc.DataDescriber attribute) max_evals (zensols.datdesc.opt.HyperparameterOptimizer attribute) meta (zensols.datdesc.desc.DataFrameDescriber property) meta_path (zensols.datdesc.desc.DataFrameDescriber attribute) metadata_dataframe (zensols.datdesc.hyperparam.HyperparamModel property) models (zensols.datdesc.hyperparam.HyperparamSet attribute) module zensols.datdesc zensols.datdesc.app zensols.datdesc.cli zensols.datdesc.desc zensols.datdesc.domain zensols.datdesc.hyperparam zensols.datdesc.mng zensols.datdesc.opt zensols.datdesc.optscore zensols.datdesc.table N name (zensols.datdesc.desc.DataDescriber attribute) (zensols.datdesc.desc.DataFrameDescriber attribute) (zensols.datdesc.domain.VariableParam attribute) (zensols.datdesc.hyperparam.Hyperparam attribute) (zensols.datdesc.hyperparam.HyperparamModel attribute) (zensols.datdesc.hyperparam.HyperparamSet attribute) (zensols.datdesc.opt.HyperparameterOptimizer attribute) (zensols.datdesc.opt.HyperparamResult attribute) (zensols.datdesc.table.Table attribute) O opt_intermediate_dir (zensols.datdesc.opt.HyperparameterOptimizer property) optimize() (zensols.datdesc.opt.HyperparameterOptimizer method) output_dir (zensols.datdesc.desc.DataDescriber attribute) P package_name (zensols.datdesc.mng.CsvToLatexTable attribute) (zensols.datdesc.mng.TableFileManager property) params (zensols.datdesc.hyperparam.HyperparamModel attribute) path (zensols.datdesc.table.Table attribute) percent_column_names (zensols.datdesc.table.Table attribute) placement (zensols.datdesc.table.Table attribute) proto() (zensols.datdesc.app.PrototypeApplication method) PrototypeApplication (class in zensols.datdesc.app) R read_kwargs (zensols.datdesc.table.Table attribute) remove_result() (zensols.datdesc.opt.HyperparameterOptimizer method) replace_nan (zensols.datdesc.table.Table attribute) results_intermediate_dir (zensols.datdesc.opt.HyperparameterOptimizer property) runs (zensols.datdesc.opt.HyperparamRun attribute) S save() (zensols.datdesc.desc.DataDescriber method) save_csv() (zensols.datdesc.desc.DataDescriber method) save_excel() (zensols.datdesc.desc.DataDescriber method) save_yaml() (zensols.datdesc.desc.DataDescriber method) scorer (zensols.datdesc.optscore.ScoringHyperparameterOptimizer property) scores (zensols.datdesc.opt.HyperparamResult attribute) ScoringHyperparameterOptimizer (class in zensols.datdesc.optscore) serialize() (zensols.datdesc.table.Table method) show_progressbar (zensols.datdesc.opt.HyperparameterOptimizer attribute) single_column (zensols.datdesc.table.Table attribute) size (zensols.datdesc.table.Table attribute) slack_col (zensols.datdesc.table.SlackTable attribute) SlackTable (class in zensols.datdesc.table) T tab_name (zensols.datdesc.desc.DataFrameDescriber property) Table (class in zensols.datdesc.table) table (zensols.datdesc.hyperparam.HyperparamModel attribute) table_kwargs (zensols.datdesc.desc.DataFrameDescriber attribute) table_path (zensols.datdesc.mng.TableFileManager attribute) TableFileManager (class in zensols.datdesc.mng) tables (zensols.datdesc.mng.CsvToLatexTable attribute) (zensols.datdesc.mng.TableFileManager property) type (zensols.datdesc.hyperparam.Hyperparam attribute) U update() (zensols.datdesc.hyperparam.HyperparamContainer method) updates (zensols.datdesc.hyperparam.HyperparamSetLoader attribute) uses (zensols.datdesc.table.Table attribute) V VALID_TYPES (zensols.datdesc.hyperparam.Hyperparam attribute) value (zensols.datdesc.hyperparam.Hyperparam property) value_format (zensols.datdesc.domain.VariableParam attribute) values_dataframe (zensols.datdesc.hyperparam.HyperparamModel property) var_args (zensols.datdesc.table.Table property) VariableParam (class in zensols.datdesc.domain) W write() (zensols.datdesc.desc.DataDescriber method) (zensols.datdesc.desc.DataFrameDescriber method) (zensols.datdesc.hyperparam.HyperparamModel method) (zensols.datdesc.hyperparam.HyperparamSet method) (zensols.datdesc.mng.CsvToLatexTable method) (zensols.datdesc.opt.CompareResult method) (zensols.datdesc.opt.HyperparamResult method) (zensols.datdesc.table.LongTable method) (zensols.datdesc.table.Table method) write_best_result() (zensols.datdesc.opt.HyperparameterOptimizer method) write_compare() (zensols.datdesc.opt.HyperparameterOptimizer method) write_excel() (zensols.datdesc.app.Application method) write_kwargs (zensols.datdesc.table.Table attribute) write_pretty() (zensols.datdesc.desc.DataFrameDescriber method) write_score() (zensols.datdesc.opt.HyperparameterOptimizer method) write_scores() (zensols.datdesc.opt.HyperparameterOptimizer method) write_sphinx() (zensols.datdesc.hyperparam.Hyperparam method) (zensols.datdesc.hyperparam.HyperparamContainer method) (zensols.datdesc.hyperparam.HyperparamModel method) (zensols.datdesc.hyperparam.HyperparamSet method) Y yaml_dir (zensols.datdesc.desc.DataDescriber attribute) Z zensols.datdesc module zensols.datdesc.app module zensols.datdesc.cli module zensols.datdesc.desc module zensols.datdesc.domain module zensols.datdesc.hyperparam module zensols.datdesc.mng module zensols.datdesc.opt module zensols.datdesc.optscore module zensols.datdesc.table module