报告与工具
分析报告、Excel 输出、通用工具与异常类型 API。
- 报告
hscredit.reportfeature_bin_stats()feature_binning_summary()feature_group_binning_summary()feature_efficiency_analysis()auto_feature_analysis()ruleset_analysis()multi_label_rule_analysis()rule_swap_analysis()rule_report_table()rule_target_analysis()rule_target_table()rule_group_hit_table()rule_group_compare()swap_out_report()ReferenceDataProviderSwapAnalyzerSwapAnalysisResultSwapRiskConfigcreate_swap_dataset()create_swap_dataset_from_rules()swap_analysis()SwapTypeOverduePredictoroverdue_prediction_report()ModelReportQuickModelReportauto_model_report()compare_models()population_drift()- 规则挖掘
hscredit.report.mining
- 数据库
hscredit.database - Excel
hscredit.excel - 工具
hscredit.utilsseed_everything()load_pickle()save_pickle()ArtifactSerializableMixinParallelBudgetParallelExecutionPlanParallelWorkloadParallelizableMixinparallel_execute()plan_parallel_execution()resolve_n_jobs()resolve_native_workers()get_physical_cpu_count()split_parallel_budget()validate_parallel_config()feature_describe()groupby_feature_describe()germancredit()round_float()reload()trapz()init_setting()get_bundled_font_path()install_bundled_font()init_logger()get_logger()style_bin_table()style_rule_table()BinTableDisplayregister_extensions()HSCreditApplyProxycreate_hscredit_apply_proxy()check_xy_inputs()convert_to_dataframe()extract_target_from_df()check_array_1d()get_feature_dtypes()check_missing_values()
- 异常
hscredit.exceptions