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dev-python/scorecardpipeline

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

Screenshots

  • scorecardpipeline-0.1.38.7
    ~amd64 ~x86
    python_targets_python3_11 python_targets_python3_12 python_targets_python3_13 python_targets_python3_14

    View      Download      Browse     License: MIT   
    Overlay: pypi

Runtime Dependencies

scorecardpipeline-0.1.38.7





dev-python/cython[python_targets_python3_11
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dev-python/wget[python_targets_python3_11
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<dev-python/numpy-1.24.0[python_targets_python3_11
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dev-python/pandas[python_targets_python3_11
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dev-python/matplotlib[python_targets_python3_11
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>=dev-python/seaborn-0.10.0[python_targets_python3_11
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>=dev-python/scipy-1.6.0[python_targets_python3_11
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<dev-python/statsmodels-0.14[python_targets_python3_11
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>=dev-python/scikit-learn-1.3.1[python_targets_python3_11
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dev-python/toad[python_targets_python3_11
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dev-python/scorecardpy[python_targets_python3_11
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dev-python/ortools[python_targets_python3_11
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dev-python/ropwr[python_targets_python3_11
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dev-python/optbinning[python_targets_python3_11
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dev-python/CairoSVG[python_targets_python3_11
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>=dev-python/graphviz-0.20.1[python_targets_python3_11
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dev-python/dtreeviz[python_targets_python3_11
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dev-python/reportlab[python_targets_python3_11
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dev-python/svglib[python_targets_python3_11
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dev-python/category-encoders[python_targets_python3_11
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dev-python/sklearn-pandas[python_targets_python3_11
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dev-python/sklearn2pmml[python_targets_python3_11
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dev-python/pypmml[python_targets_python3_11
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>=dev-python/joblib-0.12[python_targets_python3_11
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>=dev-python/six-1.15.0[python_targets_python3_11
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>=dev-python/openpyxl-3.0.10[python_targets_python3_11
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dev-python/sweetviz[python_targets_python3_11
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dev-python/numexpr[python_targets_python3_11
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dev-python/cvxpy[python_targets_python3_11
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>=dev-python/protobuf-5.27.0[python_targets_python3_11
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dev-python/dill[python_targets_python3_11
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python_targets_python3_11?
      ( dev-lang/python:3.11 )

python_targets_python3_12?
      ( dev-lang/python:3.12 )

python_targets_python3_13?
      ( dev-lang/python:3.13 )

python_targets_python3_14?
      ( dev-lang/python:3.14 )