├── .gitignore ├── .readthedocs.yaml ├── HereWeGo.ipynb ├── LICENSE ├── README.md ├── docs ├── Makefile ├── environment.yml ├── make.bat └── source │ ├── _static │ ├── custom.css │ └── images │ │ └── logo.png │ ├── conf.py │ ├── help │ ├── faq.rst │ └── how_to_get_support.rst │ ├── index.rst │ ├── installation.rst │ ├── quant │ └── quant.ipynb │ ├── quickstart.rst │ ├── release_notes.rst │ ├── tutorials │ ├── tutorials_assess.ipynb │ ├── tutorials_model.ipynb │ ├── tutorials_modify.ipynb │ ├── tutorials_sample-Copy1.ipynb │ ├── tutorials_sample.ipynb │ └── tutorials_version.ipynb │ └── utils │ └── utils.ipynb ├── environment.yml ├── pyproject.toml ├── static ├── auc_ks.png ├── corr.png ├── cut_woe_iv.png ├── feature_selection.png ├── get_lift.png ├── get_psi.png ├── get_scorecard.png ├── gitee.png ├── github.png ├── iv_distribution.png ├── logo.png ├── logo2.png ├── plot_ks.png ├── predict_score.png ├── pyminer.png ├── pypi.png ├── qcut_woe_iv.png ├── tree_iv.png └── view_woe_iv.png └── westat ├── __init__.py ├── assess ├── __init__.py ├── get_auc.py ├── get_auc_by_card.py ├── get_data_psi.py ├── get_ks.py ├── get_ks_by_card.py ├── get_psi.py ├── get_score_distribution.py ├── get_vif.py ├── plot_ks.py ├── plot_lift.py └── plot_roc_ks.py ├── core ├── Scorecard.py ├── __init__.py ├── column.py └── table.py ├── data ├── CreditCard.xls ├── GiveMeSomeCredit │ ├── Data Dictionary.xls │ ├── cs-test.csv │ ├── cs-training.csv │ └── sampleEntry.csv └── UCI_Credit_Card.csv ├── dataframe_to_table.py ├── dataset.py ├── explore ├── __init__.py ├── check_data_target.py ├── get_data_check.py ├── get_data_describe.py ├── get_data_distribution.py ├── plot_counts.py └── proc_means.py ├── logger.py ├── model ├── __init__.py ├── feature_selection.py ├── finance.py ├── get_bins.py ├── get_chi2.py ├── get_data_bins.py ├── get_data_discrete.py ├── get_data_iv.py ├── get_data_type.py ├── get_data_woe.py ├── get_entropy.py ├── get_model_iv.py ├── get_predict_score.py ├── get_scorecard.py ├── get_tree_bins.py ├── get_woe_iv.py ├── get_woe_transform.py ├── gini_impurity.py ├── logistic.py ├── plot_corr.py ├── plot_iv.py ├── plot_woe.py ├── statistic.py ├── stepwise_forward.py ├── stepwise_lr.py └── tree │ ├── __init__.py │ ├── graphviz │ ├── __init__.py │ ├── _compat.py │ ├── _defaults.py │ ├── _tools.py │ ├── backend │ │ ├── __init__.py │ │ ├── dot_command.py │ │ ├── execute.py │ │ ├── mixins.py │ │ ├── piping.py │ │ ├── rendering.py │ │ ├── unflattening.py │ │ ├── upstream_version.py │ │ └── viewing.py │ ├── base.py │ ├── copying.py │ ├── dot.py │ ├── encoding.py │ ├── exceptions.py │ ├── graphs.py │ ├── jupyter_integration.py │ ├── parameters │ │ ├── __init__.py │ │ ├── base.py │ │ ├── engines.py │ │ ├── formats.py │ │ ├── formatters.py │ │ ├── mixins.py │ │ └── renderers.py │ ├── piping.py │ ├── quoting.py │ ├── rendering.py │ ├── saving.py │ ├── sources.py │ └── unflattening.py │ ├── plot_tree.py │ ├── tree_to_img.py │ └── tree_to_pdf.py ├── modify ├── __init__.py ├── processes │ └── __init__.py └── set_update_bins.py ├── plugins └── win │ └── Graphviz │ ├── Uninstall.exe │ ├── bin │ ├── acyclic.exe │ ├── bcomps.exe │ ├── cairo.dll │ ├── ccomps.exe │ ├── cdt.dll │ ├── cgraph++.dll │ ├── cgraph.dll │ ├── circo.exe │ ├── concrt140.dll │ ├── config6 │ ├── dijkstra.exe │ ├── dot.exe │ ├── dot2gxl.exe │ ├── edgepaint.exe │ ├── expat.dll │ ├── fdp.exe │ ├── fontconfig.dll │ ├── gc.exe │ ├── getopt.dll │ ├── glib-2.dll │ ├── gml2gv.exe │ ├── gobject-2.dll │ ├── graphml2gv.exe │ ├── gv2gml.exe │ ├── gvc++.dll │ ├── gvc.dll │ ├── gvcolor.exe │ ├── gvgen.exe │ ├── gvmap.exe │ ├── gvmap.sh │ ├── gvpack.exe │ ├── gvplugin_core.dll │ ├── gvplugin_dot_layout.dll │ ├── gvplugin_gdiplus.dll │ ├── gvplugin_neato_layout.dll │ ├── gvplugin_pango.dll │ ├── gvplugin_visio.dll │ ├── gvpr.exe │ ├── gxl2gv.exe │ ├── libharfbuzz-0.dll │ ├── mm2gv.exe │ ├── msvcp140.dll │ ├── msvcp140_1.dll │ ├── msvcp140_2.dll │ ├── msvcp140_codecvt_ids.dll │ ├── neato.exe │ ├── nop.exe │ ├── osage.exe │ ├── pango-1.dll │ ├── pangocairo-1.dll │ ├── pangoft2-1.dll │ ├── pangowin32-1.dll │ ├── patchwork.exe │ ├── pathplan.dll │ ├── pixman-1.dll │ ├── sccmap.exe │ ├── sfdp.exe │ ├── tred.exe │ ├── twopi.exe │ ├── unflatten.exe │ ├── vcruntime140.dll │ ├── vcruntime140_1.dll │ └── xdot.dll │ ├── include │ └── graphviz │ │ ├── AGraph.h │ │ ├── GVContext.h │ │ ├── GVLayout.h │ │ ├── GVRenderData.h │ │ ├── arith.h │ │ ├── cdt.h │ │ ├── cgraph.h │ │ ├── color.h │ │ ├── geom.h │ │ ├── graphviz_version.h │ │ ├── gvc.h │ │ ├── gvcext.h │ │ ├── gvcjob.h │ │ ├── gvcommon.h │ │ ├── gvconfig.h │ │ ├── gvplugin.h │ │ ├── gvplugin_device.h │ │ ├── gvplugin_layout.h │ │ ├── gvplugin_loadimage.h │ │ ├── gvplugin_render.h │ │ ├── gvplugin_textlayout.h │ │ ├── pack.h │ │ ├── pathgeom.h │ │ ├── pathplan.h │ │ ├── textspan.h │ │ ├── types.h │ │ ├── usershape.h │ │ └── xdot.h │ └── share │ ├── graphviz │ └── graphs │ │ ├── directed │ │ ├── KW91.gv │ │ ├── Latin1.gv │ │ ├── NaN.gv │ │ ├── abstract.gv │ │ ├── alf.gv │ │ ├── arrows.gv │ │ ├── awilliams.gv │ │ ├── biological.gv │ │ ├── clust.gv │ │ ├── clust1.gv │ │ ├── clust2.gv │ │ ├── clust3.gv │ │ ├── clust4.gv │ │ ├── clust5.gv │ │ ├── crazy.gv │ │ ├── ctext.gv │ │ ├── dfa.gv │ │ ├── fig6.gv │ │ ├── fsm.gv │ │ ├── grammar.gv │ │ ├── hashtable.gv │ │ ├── honda-tokoro.gv │ │ ├── japanese.gv │ │ ├── jcctree.gv │ │ ├── jsort.gv │ │ ├── ldbxtried.gv │ │ ├── longflat.gv │ │ ├── mike.gv │ │ ├── nhg.gv │ │ ├── oldarrows.gv │ │ ├── pgram.gv │ │ ├── pm2way.gv │ │ ├── pmpipe.gv │ │ ├── polypoly.gv │ │ ├── proc3d.gv │ │ ├── psfonttest.gv │ │ ├── record2.gv │ │ ├── records.gv │ │ ├── rowe.gv │ │ ├── russian.gv │ │ ├── sdh.gv │ │ ├── shells.gv │ │ ├── states.gv │ │ ├── structs.gv │ │ ├── switch.gv │ │ ├── table.gv │ │ ├── train11.gv │ │ ├── trapeziumlr.gv │ │ ├── tree.gv │ │ ├── triedds.gv │ │ ├── try.gv │ │ ├── unix.gv │ │ ├── unix2.gv │ │ ├── viewfile.gv │ │ └── world.gv │ │ └── undirected │ │ ├── ER.gv │ │ ├── Heawood.gv │ │ ├── Petersen.gv │ │ ├── ngk10_4.gv │ │ └── process.gv │ └── man │ ├── man1 │ ├── acyclic.1 │ ├── bcomps.1 │ ├── ccomps.1 │ ├── dijkstra.1 │ ├── dot.1 │ ├── edgepaint.1 │ ├── gc.1 │ ├── gml2gv.1 │ ├── graphml2gv.1 │ ├── gvcolor.1 │ ├── gvgen.1 │ ├── gvmap.1 │ ├── gvpack.1 │ ├── gvpr.1 │ ├── gxl2gv.1 │ ├── mm2gv.1 │ ├── nop.1 │ ├── osage.1 │ ├── patchwork.1 │ ├── sccmap.1 │ ├── tred.1 │ └── unflatten.1 │ └── man3 │ ├── cdt.3 │ ├── cgraph.3 │ ├── gvc.3 │ ├── pack.3 │ ├── pathplan.3 │ └── xdot.3 ├── quant ├── __init__.py ├── get_stock.py ├── get_stock_i.py ├── get_stock_index.py ├── get_stock_m.py └── get_stock_pk.py ├── sample ├── __init__.py └── get_data_partition.py └── utils ├── __init__.py ├── datetime.py ├── device.py ├── export └── to_csv.py ├── get_max_continue.py ├── get_over_continue.py ├── growth_rate.py ├── math.py ├── nvl.py ├── path.py ├── rate.py ├── regexp_like.py ├── regexp_replace.py ├── set_precision.py ├── to_multi_byte.py └── to_single_byte.py /.gitignore: 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