No module named 'sklearn.leanear_model' error occurred in anaconda 3, spyder

Question

我正在将 anaconda 与 python 一起使用 3. 在 spyder 中，我运行以下代码

import pandas as pd
import quandl
import math
import numpy as np
from sklearn import preprocessing, cross_validation, svm
from sklearn.leanear_model import LearnRegression


df = quandl.get('WIKI/GOOGL')
df = df[['Adj. Open','Adj. High','Adj. Low','Adj. Close','Adj. Volume',]]
df['HL_PCT'] = (df['Adj. High'] - df['Adj. Close']) / df['Adj. Close']*100.0
df['PCT_change'] = (df['Adj. Close'] - df['Adj. Open']) / df['Adj. Open']*100.0

df = df[['Adj. Close','HL_PCT','PCT_change','Adj. Volume']]

forecast_col='Adj. Close'
df.fillna(-99999, inplace=True)

forecast_out=int(math.ceil(0.01*len(df)))

df['label'] = df[forecast_col].shift(-forecast_out)
df.dropna(inplace=True)

X = np.array(df.drop(['label'],1))
y=np.array(df['label'])

X = preprocessing.scale(X)

X=X[:-forecast_out+1]
df.drona(inplace=True)
y = np.array(df['label'])

print(len(X),len(y))

但是显示如下错误

runfile('C:/Users/jayram/.spyder-py3/temp.py', wdir='C:/Users/jayram/.spyder-py3')
C:\Users\jayram\Anaconda3\lib\site-packages\sklearn\cross_validation.py:44: DeprecationWarning: This module was deprecated in version 0.18 in favor of the model_selection module into which all the refactored classes and functions are moved. Also note that the interface of the new CV iterators are different from that of this module. This module will be removed in 0.20.
  "This module will be removed in 0.20.", DeprecationWarning)
Traceback (most recent call last):

  File "<ipython-input-1-f93a3ccc2710>", line 1, in <module>
    runfile('C:/Users/jayram/.spyder-py3/temp.py', wdir='C:/Users/jayram/.spyder-py3')

  File "C:\Users\jayram\Anaconda3\lib\site-packages\spyder\utils\site\sitecustomize.py", line 866, in runfile
    execfile(filename, namespace)

  File "C:\Users\jayram\Anaconda3\lib\site-packages\spyder\utils\site\sitecustomize.py", line 102, in execfile
    exec(compile(f.read(), filename, 'exec'), namespace)

  File "C:/Users/jayram/.spyder-py3/temp.py", line 6, in <module>
    from sklearn.leanear_model import LearnRegression

ModuleNotFoundError: No module named 'sklearn.leanear_model'

anaconda 是否安装了所有软件包？那么为什么上面的错误显示？或者我们必须在安装 anaconda 之后安装软件包？

Answer 1

是linear_model，不是leanear。

http://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LinearRegression.html

此外，您的代码似乎根本没有使用该模块中的类，因此您只需删除该行

No module named 'sklearn.leanear_model' error occurred in anaconda 3, spyder

No module named 'sklearn.leanear_model' error occurred in anaconda 3, spyder

python-3.x

anaconda

sklearn-pandas