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.DataDescriptionError attribute) (zensols.datdesc.hyperparam.HyperparamValueError attribute) (zensols.datdesc.LatexTableError 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.dfstash.DataFrameStash 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.latex.CsvToLatexTable method) (zensols.datdesc.latex.LatexTable method) (zensols.datdesc.latex.SlackTable method) (zensols.datdesc.LatexTableError 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.Table method) (zensols.datdesc.table.TableFactory method) __module__ (zensols.datdesc.DataDescriptionError attribute) (zensols.datdesc.hyperparam.HyperparamError attribute) (zensols.datdesc.hyperparam.HyperparamValueError attribute) (zensols.datdesc.LatexTableError 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) asflatdict() (zensols.datdesc.table.Table method) auto_commit (zensols.datdesc.dfstash.DataFrameStash attribute) 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) clear() (zensols.datdesc.dfstash.DataFrameStash method) CLI_META (zensols.datdesc.app.PrototypeApplication attribute) clone() (zensols.datdesc.hyperparam.HyperparamModel method) close() (zensols.datdesc.dfstash.DataFrameStash method) cls (zensols.datdesc.hyperparam.Hyperparam property) code_post (zensols.datdesc.table.Table attribute) code_pre (zensols.datdesc.table.Table attribute) 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.dfstash.DataFrameStash attribute) (zensols.datdesc.latex.SlackTable property) (zensols.datdesc.table.Table property) commit() (zensols.datdesc.dfstash.DataFrameStash method) CompareResult (class in zensols.datdesc.opt) config (zensols.datdesc.hyperparam.HyperparamSetLoader attribute) config_factory (zensols.datdesc.opt.HyperparameterOptimizer property) (zensols.datdesc.table.TableFactory attribute) create() (zensols.datdesc.table.TableFactory method) 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.latex) 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.dfstash.DataFrameStash property) (zensols.datdesc.table.Table property) DataFrameDescriber (class in zensols.datdesc.desc) DataFrameStash (class in zensols.datdesc.dfstash) default_instance() (zensols.datdesc.table.TableFactory class method) default_params (zensols.datdesc.table.Table attribute) default_table_type (zensols.datdesc.table.TableFactory attribute) definition_file (zensols.datdesc.table.Table attribute) delete() (zensols.datdesc.dfstash.DataFrameStash method) 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_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) dump() (zensols.datdesc.dfstash.DataFrameStash method) E eval_ix (zensols.datdesc.opt.HyperparamResult attribute) exists() (zensols.datdesc.dfstash.DataFrameStash method) 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_scientific() (zensols.datdesc.latex.LatexTable method) (zensols.datdesc.table.Table method) format_scientific_column_names (zensols.datdesc.table.Table attribute) 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_columns() (zensols.datdesc.desc.DataFrameDescriber class method) from_dir() (zensols.datdesc.opt.HyperparamRun class method) from_file() (zensols.datdesc.opt.HyperparamResult class method) (zensols.datdesc.table.TableFactory 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.dfstash.DataFrameStash method) (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_comparison() (zensols.datdesc.opt.HyperparameterOptimizer method) get_run() (zensols.datdesc.opt.HyperparameterOptimizer method) get_score_dataframe() (zensols.datdesc.opt.HyperparameterOptimizer method) get_table_name() (zensols.datdesc.desc.DataFrameDescriber method) get_table_names() (zensols.datdesc.table.TableFactory method) get_type_str() (zensols.datdesc.hyperparam.Hyperparam method) H head (zensols.datdesc.desc.DataFrameDescriber attribute) (zensols.datdesc.table.Table attribute) 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_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) items() (zensols.datdesc.desc.DataDescriber method) K key_column (zensols.datdesc.dfstash.DataFrameStash attribute) keys() (zensols.datdesc.desc.DataDescriber method) (zensols.datdesc.dfstash.DataFrameStash method) L LatexTable (class in zensols.datdesc.latex) LatexTableError load() (zensols.datdesc.dfstash.DataFrameStash method) (zensols.datdesc.hyperparam.HyperparamSetLoader method) 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) mkdirs (zensols.datdesc.dfstash.DataFrameStash attribute) models (zensols.datdesc.hyperparam.HyperparamSet attribute) module zensols.datdesc zensols.datdesc.app zensols.datdesc.cli zensols.datdesc.desc zensols.datdesc.dfstash zensols.datdesc.hyperparam zensols.datdesc.latex zensols.datdesc.opt zensols.datdesc.optscore zensols.datdesc.table N name (zensols.datdesc.desc.DataDescriber attribute) (zensols.datdesc.desc.DataFrameDescriber 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.latex.CsvToLatexTable attribute) (zensols.datdesc.table.Table property) params (zensols.datdesc.hyperparam.HyperparamModel attribute) (zensols.datdesc.table.Table attribute) path (zensols.datdesc.dfstash.DataFrameStash attribute) (zensols.datdesc.table.Table attribute) percent_column_names (zensols.datdesc.table.Table attribute) proto() (zensols.datdesc.app.PrototypeApplication method) PrototypeApplication (class in zensols.datdesc.app) R read_params (zensols.datdesc.table.Table attribute) remove_result() (zensols.datdesc.opt.HyperparameterOptimizer method) replace_nan (zensols.datdesc.table.Table attribute) reset_default_instance() (zensols.datdesc.table.TableFactory class method) results_intermediate_dir (zensols.datdesc.opt.HyperparameterOptimizer property) round_column_names (zensols.datdesc.table.Table attribute) runs (zensols.datdesc.opt.HyperparamRun attribute) S save() (zensols.datdesc.desc.DataDescriber method) save_csv() (zensols.datdesc.desc.DataDescriber method) (zensols.datdesc.desc.DataFrameDescriber method) save_excel() (zensols.datdesc.desc.DataDescriber method) (zensols.datdesc.desc.DataFrameDescriber 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) SHEET_NAME_MAXLEN (zensols.datdesc.desc.DataDescriber attribute) show_progressbar (zensols.datdesc.opt.HyperparameterOptimizer attribute) show_table() (zensols.datdesc.app.Application method) single_column_index (zensols.datdesc.dfstash.DataFrameStash attribute) slack_column (zensols.datdesc.latex.SlackTable attribute) SlackTable (class in zensols.datdesc.latex) T T (zensols.datdesc.desc.DataFrameDescriber property) Table (class in zensols.datdesc.table) table (zensols.datdesc.hyperparam.HyperparamModel attribute) table_factory (zensols.datdesc.app.Application attribute) table_kwargs (zensols.datdesc.desc.DataFrameDescriber attribute) table_section_regex (zensols.datdesc.table.TableFactory attribute) TableFactory (class in zensols.datdesc.table) tables (zensols.datdesc.latex.CsvToLatexTable attribute) tabulate_params (zensols.datdesc.table.Table attribute) template (zensols.datdesc.table.Table attribute) to_file() (zensols.datdesc.table.TableFactory method) transpose() (zensols.datdesc.desc.DataFrameDescriber method) type (zensols.datdesc.hyperparam.Hyperparam attribute) (zensols.datdesc.table.Table 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) values() (zensols.datdesc.dfstash.DataFrameStash method) values_dataframe (zensols.datdesc.hyperparam.HyperparamModel property) variables (zensols.datdesc.table.Table attribute) W write() (zensols.datdesc.desc.DataDescriber method) (zensols.datdesc.desc.DataFrameDescriber method) (zensols.datdesc.hyperparam.HyperparamModel method) (zensols.datdesc.hyperparam.HyperparamSet method) (zensols.datdesc.latex.CsvToLatexTable method) (zensols.datdesc.opt.CompareResult method) (zensols.datdesc.opt.HyperparamResult 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_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) writes (zensols.datdesc.table.Table attribute) 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.dfstash module zensols.datdesc.hyperparam module zensols.datdesc.latex module zensols.datdesc.opt module zensols.datdesc.optscore module zensols.datdesc.table module