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python风控信贷模型's Projects

boxplot-find-outlier icon boxplot-find-outlier

运用箱形图和正态分布调整市场价格和找出异常值范围,kmean也是一种好方法

category icon category

离散数据分类处理，运用pandas的map函数

factor-anlysis icon factor-anlysis

因子分析，pca主成分降维，特征工程，数据来自lfw-funneled.zip

income-model icon income-model

收入模型，数据挖掘影响收入大的因子，例如年龄，教育等等

logisticsregression icon logisticsregression

同盾：logisticsRegression逻辑回归建模脚本-测试同盾分数与同盾多头借贷概率关系，correlation_multiple脚本测试同盾分数和同盾多头借贷相关系数，同盾分数与好坏客户概率，规则标签坏客户太少，平台拒绝坏客户太多

multilinearregression icon multilinearregression

normality检验数据正态性；multilinearRegression.py用于多元回归建模；simple_linear_r_square.py用于变量之间相关系数检测，共线性检测

python-financial-risk-control-scorecard-model-and-data-analysis icon python-financial-risk-control-scorecard-model-and-data-analysis

python金融风控评分卡模型和数据分析微专业课包含《python信用评分卡建模（附代码）》，《python风控建模实战lendingClub》，《金融现金贷用户数据分析和画像》三套课程系列，共计250节课左右，录制时间超过3年，定期更新。这套微专业课程是互联网上最全，最专业的python信贷建模教程。

python_basics icon python_basics

Python入门经典（2K超清,免费）：http://dwz.date/cfKX

wxpython icon wxpython

微信python数据挖掘，未完成，修改中

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