1、保存为二进制文件,pkl格式
import pickle
pickle.dump(data,open('file_path','wb')) #后缀.pkl可加可不加
若文件过大
pickle.dump(data,open('file_path', 'wb'),protocol=4)
读取该文件:
data= pickle.load(open('file_path','rb'))
2、保存为二进制文件,npz格式
import numpy as np
np.savez('file_path/file_name.npz', data1=X,data2=y)
读取该文件:
with np.load('file_path/file_name.npz') as data:
X = data['data1']
y = data['data2']
3、DataFrame文件保存为.csv
dataframe_file.to_csv("file_path/file_name.csv", index=False)
读取该文件:
import pandas as pd
df = pd.read_csv('file_path/file_name.csv')
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