Pandas常用函数总结

pandas常用函数：
一般的，我们使用如下缩写：
df：任意的Pandas DataFrame对象
s：任意的Pandas Series对象
模块的导入：

import pandas as pd
import numpy as pd

https://www.cnblogs.com/ly803744/p/10468307.html

Series
https://blog.csdn.net/kingov/article/details/79513322
Pipeline
https://scikit-learn.org/stable/modules/generated/sklearn.pipeline.make_pipeline.html

1. apply()函数
   http://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.apply.html

https://blog.csdn.net/qq_19528953/article/details/79348929

2. fillna()函数
   https://blog.csdn.net/qq_21840201/article/details/81008566
   3.one hot 独热编码
   https://blog.csdn.net/yueyao121107/article/details/79730934
   4.pandas的get_dummies
   https://www.jianshu.com/p/c324f4101785
   get_dummies是将拥有不同值的变量转换为0/1数值
   5.pandas.DataFrame.notnull
   http://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.notnull.html
   返回非空值
   notnull（）返回值是布尔型（0-1矩阵）的矩阵。再取df[布尔型矩阵]返回的是id为非空的行
   isnull()同理返回空值
   https://blog.csdn.net/waiwai3/article/details/80736714
   6.pandas.DataFrame.as_matrix
   DataFrame.as_matrix([columns]) 转换为矩阵
   https://blog.csdn.net/hhtnan/article/details/80080240
   7.pandas.DataFrame.loc()
   http://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.loc.html
   iloc，即index locate 用index索引进行定位，所以参数是整型，如：df.iloc[10:20, 3:5]
   loc，则可以使用column名和index名进行定位，如：
   df.loc[‘image1’:‘image10’, ‘age’:‘score’]
   https://blog.csdn.net/missyougoon/article/details/83375375
   8.groupby()
   https://www.zhangshengrong.com/p/q0Xpqj4j1K/