AGENTS.md
LICENSE
MANIFEST.in
Makefile
README.md
pyproject.toml
pytest.ini
requirements.txt
setup.py
_repro/gen_report.py
_repro/inspect_xlsx.py
docs/ROADMAP.md
examples/01_binning.ipynb
examples/02_encoders.ipynb
examples/03_selectors.ipynb
examples/04_models.ipynb
examples/05_metrics.ipynb
examples/06_eda.ipynb
examples/07_viz.ipynb
examples/08_rules.ipynb
examples/09_feature_engineering.ipynb
examples/10_financial.ipynb
examples/11_report.ipynb
examples/12_complete_workflow.ipynb
examples/13_binning_plots.ipynb
examples/14_scorecard_germancredit.ipynb
examples/15_population_strategy_eda.ipynb
examples/16_feature_efficiency_analysis.ipynb
examples/17_round_scorecard_consistency.ipynb
examples/18_strict_user_splits_demo.ipynb
examples/19_update_splits_demo.ipynb
examples/20_rule_swap_analysis.ipynb
examples/21_manual_tree.ipynb
examples/22_optimal_binning_2d.ipynb
examples/24_tree_viz_manual_tree_demo.ipynb
examples/tree_viz.py
examples/建模参考代码.ipynb
examples/model_report/scorecard_deploy.py
hscredit/__init__.py
hscredit/exceptions.py
hscredit/py.typed
hscredit/core/__init__.py
hscredit/core/binning/__init__.py
hscredit/core/binning/base.py
hscredit/core/binning/best_iv_binning.py
hscredit/core/binning/best_ks_binning.py
hscredit/core/binning/best_lift_binning.py
hscredit/core/binning/cart_binning.py
hscredit/core/binning/chi_merge_binning.py
hscredit/core/binning/cp_sat_binning.py
hscredit/core/binning/genetic_binning.py
hscredit/core/binning/kernel_density_binning.py
hscredit/core/binning/kmeans_binning.py
hscredit/core/binning/mdlp_binning.py
hscredit/core/binning/monotonic_binning.py
hscredit/core/binning/optimal_binning.py
hscredit/core/binning/optimal_binning_2d.py
hscredit/core/binning/or_binning.py
hscredit/core/binning/quantile_binning.py
hscredit/core/binning/smooth_binning.py
hscredit/core/binning/target_bad_rate_binning.py
hscredit/core/binning/tree_binning.py
hscredit/core/binning/uniform_binning.py
hscredit/core/eda/__init__.py
hscredit/core/eda/correlation.py
hscredit/core/eda/feature.py
hscredit/core/eda/overview.py
hscredit/core/eda/population.py
hscredit/core/eda/relationship.py
hscredit/core/eda/report.py
hscredit/core/eda/stability.py
hscredit/core/eda/strategy.py
hscredit/core/eda/target.py
hscredit/core/eda/utils.py
hscredit/core/eda/vintage.py
hscredit/core/encoders/__init__.py
hscredit/core/encoders/base.py
hscredit/core/encoders/cardinality_encoder.py
hscredit/core/encoders/catboost_encoder.py
hscredit/core/encoders/count_encoder.py
hscredit/core/encoders/gbm_encoder.py
hscredit/core/encoders/one_hot_encoder.py
hscredit/core/encoders/ordinal_encoder.py
hscredit/core/encoders/quantile_encoder.py
hscredit/core/encoders/target_encoder.py
hscredit/core/encoders/woe_encoder.py
hscredit/core/feature_engineering/__init__.py
hscredit/core/feature_engineering/expression.py
hscredit/core/financial/__init__.py
hscredit/core/financial/advanced.py
hscredit/core/financial/basic.py
hscredit/core/metrics/__init__.py
hscredit/core/metrics/_base.py
hscredit/core/metrics/_binning.py
hscredit/core/metrics/classification.py
hscredit/core/metrics/feature.py
hscredit/core/metrics/finance.py
hscredit/core/metrics/regression.py
hscredit/core/metrics/stability.py
hscredit/core/models/__init__.py
hscredit/core/models/base.py
hscredit/core/models/boosting/__init__.py
hscredit/core/models/boosting/catboost_model.py
hscredit/core/models/boosting/lightgbm_model.py
hscredit/core/models/boosting/ngboost_model.py
hscredit/core/models/boosting/xgboost_model.py
hscredit/core/models/classical/__init__.py
hscredit/core/models/classical/logistic_regression.py
hscredit/core/models/classical/sklearn_models.py
hscredit/core/models/evaluation/__init__.py
hscredit/core/models/evaluation/calibration.py
hscredit/core/models/evaluation/interpretability.py
hscredit/core/models/evaluation/report.py
hscredit/core/models/losses/__init__.py
hscredit/core/models/losses/adapters.py
hscredit/core/models/losses/amount_weighted_loss.py
hscredit/core/models/losses/asymmetric_focal_loss.py
hscredit/core/models/losses/balanced_focal_loss.py
hscredit/core/models/losses/base.py
hscredit/core/models/losses/custom_metrics.py
hscredit/core/models/losses/expected_profit_loss.py
hscredit/core/models/losses/focal_loss.py
hscredit/core/models/losses/ks_focused_loss.py
hscredit/core/models/losses/ranking_auc_proxy_loss.py
hscredit/core/models/losses/ranking_loss.py
hscredit/core/models/losses/risk_loss.py
hscredit/core/models/losses/topk_bad_capture_loss.py
hscredit/core/models/losses/weighted_loss.py
hscredit/core/models/rules/__init__.py
hscredit/core/models/rules/rule_classifier.py
hscredit/core/models/scorecard/__init__.py
hscredit/core/models/scorecard/score_drift.py
hscredit/core/models/scorecard/score_transformer.py
hscredit/core/models/scorecard/scorecard.py
hscredit/core/models/tuning/__init__.py
hscredit/core/models/tuning/tuning.py
hscredit/core/rules/__init__.py
hscredit/core/rules/expr_optimizer.py
hscredit/core/rules/rule.py
hscredit/core/selectors/__init__.py
hscredit/core/selectors/base.py
hscredit/core/selectors/boruta_selector.py
hscredit/core/selectors/cardinality_selector.py
hscredit/core/selectors/chi2_selector.py
hscredit/core/selectors/corr_selector.py
hscredit/core/selectors/f_test_selector.py
hscredit/core/selectors/importance_selector.py
hscredit/core/selectors/iv_selector.py
hscredit/core/selectors/lift_selector.py
hscredit/core/selectors/mode_selector.py
hscredit/core/selectors/mutual_info_selector.py
hscredit/core/selectors/null_importance_selector.py
hscredit/core/selectors/null_selector.py
hscredit/core/selectors/psi_selector.py
hscredit/core/selectors/regex_selector.py
hscredit/core/selectors/rfe_selector.py
hscredit/core/selectors/scorecard_feature_selection.py
hscredit/core/selectors/sequential_selector.py
hscredit/core/selectors/stability_selector.py
hscredit/core/selectors/stepwise_selector.py
hscredit/core/selectors/type_selector.py
hscredit/core/selectors/variance_selector.py
hscredit/core/selectors/vif_selector.py
hscredit/core/viz/__init__.py
hscredit/core/viz/binning_plots.py
hscredit/core/viz/model_plots.py
hscredit/core/viz/risk_plots.py
hscredit/core/viz/score_plots.py
hscredit/core/viz/strategy_plots.py
hscredit/core/viz/style.py
hscredit/core/viz/tree_plots.py
hscredit/core/viz/utils.py
hscredit/core/viz/variable_plots.py
hscredit/excel/__init__.py
hscredit/excel/writer.py
hscredit/report/__init__.py
hscredit/report/feature_analyzer.py
hscredit/report/model_report.py
hscredit/report/overdue_predictor.py
hscredit/report/population_drift.py
hscredit/report/rule_analysis.py
hscredit/report/rule_strategy.py
hscredit/report/swap_analysis.py
hscredit/report/mining/__init__.py
hscredit/report/mining/base.py
hscredit/report/mining/manual_tree_extractor.py
hscredit/report/mining/metrics.py
hscredit/report/mining/multi_feature.py
hscredit/report/mining/multi_label.py
hscredit/report/mining/single_feature.py
hscredit/report/mining/tree_extractor.py
hscredit/resources/datasets/germancredit.csv
hscredit/resources/fonts/font.ttf
hscredit/resources/templates/template.xlsx
hscredit/utils/__init__.py
hscredit/utils/datasets.py
hscredit/utils/describe.py
hscredit/utils/init.py
hscredit/utils/input_utils.py
hscredit/utils/io.py
hscredit/utils/logger.py
hscredit/utils/misc.py
hscredit/utils/pandas_extensions.py
hscredit/utils/random.py