JESSE12

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Create time: 2021-01-01 21:14:40

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mysqlclient-1.3.13-cp36-cp36m-win_amd64.rar - 数据挖掘、数据分析 import numpy as np import pandas as pd import matplotlib.pyplot as plt import seaborn as sns from sklearn.ensemble import RandomForestClassifier from sklearn.tree import DecisionTreeClassifier from sklearn.tree import export_graphviz from sklearn.metrics import roc_curve, auc from sklearn.metrics import classification_report from sklearn.metrics import confusion_matrix from sklearn.model_selection import train_test_split import eli5 from eli5.sklearn import PermutationImportance import shap from pdpbox import pdp, info_plots xgboost、 pandas_profiling(数据快速EDA):pandas_profiling.ProfileReport(df) profile= pandas_profiling.ProfileReport(df)profile.to_file(outputfile="Titanic data profiling.html") cufflinks 快速绘图:pip install plotly %matplotlib inline(图不可调) %matplotlib notebook(图大小可调) data.iplot()

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