python金融反欺诈-项目实战
python风控建模实战lendingClub(博主录制,catboost,lightgbm建模,2K超清分辨率) https://study.163.com/course/courseMain.htm?courseId=1005988013&share=2&shareId=400000000398149 ## 1. Data Lending Club 2016年Q3数据:https://www.lendingclub.com/info/download-data.action 参考:http://kldavenport.com/lending-club-data-analysis-revisted-with-python/ import pandas as pd import numpy as np import matplotlib.pyplot as plt import seaborn as sns %matplotlib inline df = pd.read_csv( "./LoanStats_2016Q3.csv",skiprows= 1,low_memory= False) df.info() df.head( 3) id member_id loan_amnt funded_amnt funded_amnt_inv term int_rate