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scorecardpipeline

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0.1.37 scorecardpipeline-0.1.37-py3-none-any.whl

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Project: scorecardpipeline
Version: 0.1.37
Filename: scorecardpipeline-0.1.37-py3-none-any.whl
Download: [link]
Size: 2574143
MD5: 9577924323e427aa52c0c9d89be06677
SHA256: 66c87f801f5026bab5f73b3e401b24faa5fafa25a44b52ed60267063c214d59f
Uploaded: 2024-11-01 08:20:50 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: scorecardpipeline
Version: 0.1.37
Summary: 评分卡pipeline建模包，封装toad、scorecardpy、optbinning等评分卡建模相关组件，API风格与sklearn高度一致，自持自定义模型报告输出
Author: itlubber
Author-Email: itlubber[at]qq.com
Home-Page: https://github.com/itlubber/scorecardpipeline
License: MIT
Classifier: Operating System :: POSIX
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: MacOS :: MacOS X
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Requires-Python: >=3.6
Requires-Dist: Cython
Requires-Dist: wget
Requires-Dist: numpy (<1.24.0,>1.23.1)
Requires-Dist: pandas
Requires-Dist: matplotlib
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Requires-Dist: scipy (>=1.6.0)
Requires-Dist: statsmodels (<0.14,>=0.13.2)
Requires-Dist: scikit-learn (>=1.3.1)
Requires-Dist: toad
Requires-Dist: scorecardpy
Requires-Dist: ortools (<9.8.0,>=9.7.0)
Requires-Dist: ropwr (>=0.4.0)
Requires-Dist: optbinning
Requires-Dist: CairoSVG (>=2.7.0)
Requires-Dist: graphviz (>=0.20.1)
Requires-Dist: dtreeviz (>=2.2.1)
Requires-Dist: reportlab
Requires-Dist: svglib
Requires-Dist: category-encoders (>=2.6.0)
Requires-Dist: sklearn-pandas
Requires-Dist: sklearn2pmml
Requires-Dist: pypmml
Requires-Dist: joblib (>=0.12)
Requires-Dist: six (>=1.15.0)
Requires-Dist: openpyxl (>=3.0.7)
Requires-Dist: sweetviz
Requires-Dist: numexpr
Requires-Dist: cvxpy (>=1.4.1)
Requires-Dist: protobuf (>=5.27.0)
Requires-Dist: dill
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 24099 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.38.4)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
scorecardpipeline/__init__.py sha256=cvvr_-zFwapek4X-7hO7u9DkVBuYZKIwgiKZC_ggjz8 2638
scorecardpipeline/auto_eda.py sha256=dzaPmPJtjLzTZpTvN5yUsnUkrM9E6CVva2JmNF85ul0 2796
scorecardpipeline/auto_report.py sha256=8A1SQLRY800erhCT9XZ2pV9bOwakVkryxmEBWNNKvIc 13418
scorecardpipeline/excel_writer.py sha256=ctEmxJHO49JY0P-SnfxrXbepvp0I3VyjIELzwCgeUVA 58230
scorecardpipeline/feature_engineering.py sha256=WgQ91IQfrr9rmAOkdR-Xbmtasjh5Cks87Ul3pTqbTD8 3711
scorecardpipeline/feature_selection.py sha256=yenx6UrK6SU-QUZoGUwSGdwZD2Sd9FUDvLJxTjrvdjc 39026
scorecardpipeline/financial.py sha256=Op7a0HwgHWf79CVDYGgFPyIIRQreAy9OGoSg-7cYwZE 36059
scorecardpipeline/germancredit.csv sha256=LAuuACdcAo_IU6Hqcsx6aAAsP2h2xBMAxclIcRVAyMY 268042
scorecardpipeline/logger.py sha256=wsTKEU3_ppIZVSqLSDo_6DXtVEJT4TC4GBuIjahOnOY 1898
scorecardpipeline/matplot_chinese.ttf sha256=pSN2TDIWMhnH98GnwANXyHzgzta8qCgAt32r7bt2eFk 3622470
scorecardpipeline/model.py sha256=aAOx2YYzKlEAfOjEdF53OKiPAxsQw39Q6aLop-q2riM 36353
scorecardpipeline/processing.py sha256=u9NYITJdXEaubqXM0XTmtEcJxSvtsrlImVAoKrT3sxw 49064
scorecardpipeline/rule.py sha256=zIOpdYmoIxybhl2AEwO477LJ6nOdhfeSs3qwHFXNlQ4 21823
scorecardpipeline/rule_extraction.py sha256=eXR8I2MxeBni2WzMyr87_7Kpsw7X4XoZunmSzz-SV84 17368
scorecardpipeline/scorecard.py sha256=mOmWR_vAQqVPXJdghUehSVXf0EfByy1q7VITiF-haq4 12665
scorecardpipeline/template.xlsx sha256=w0HsdIDwRKgURxgJB6oibm52dKBIlD9GjEXCg6qxRU8 8433
scorecardpipeline/utils.py sha256=wnmAVW4svWLXKl-vdtFsKjel09s12MAd4g3opPWL7is 40379
scorecardpipeline-0.1.37.dist-info/LICENSE sha256=tmwc5d5BX6nx9DKOrOsEM-8N-P-Gae4CeD3jYtHbfpQ 1065
scorecardpipeline-0.1.37.dist-info/METADATA sha256=ImUj7vnWp5d7p2eUMED0PTl3EpLVz7BueSSx70-GxCc 35848
scorecardpipeline-0.1.37.dist-info/WHEEL sha256=2wepM1nk4DS4eFpYrW1TTqPcoGNfHhhO_i5m4cOimbo 92
scorecardpipeline-0.1.37.dist-info/top_level.txt sha256=SyPTTbjcnAZtDDoeeKEVj67K-zVIFxycuMJAKAbs-Ow 18
scorecardpipeline-0.1.37.dist-info/RECORD — —

top_level.txt

scorecardpipeline