CODEWITHSUNDEEP
pythonpandasscikit-learnpipminiconda
Berbatov
Berbatov

Reputation: 1063

How to install and use scikit-learn in Python

Note upfront: I tried following suggestions in other threads, but so far, haven't found anything that helps (1, 2)

I received a pandas file that I would like to run on my machine. In the beginning, the code references the sklearn package.

import re
from sklearn.decomposition import FactorAnalysis
from sklearn import svm

I do, however, get the following error when running this cell:

ModuleNotFoundError: No module named 'sklearn.decomposition'

I do have the scikit_learn-0.19.0-py3.6.egg-info and sklearn packages in my Python directory, so I'm not sure why it doesn't work. I tried reinstalling it, but both...

conda install scikit-learn

...and...

pip install scikit-learn

...don't work. The former crashes my Python (pop-up window telling my it has crashed), the latter produces a bunch of error messages:

>pip install scikit-learn
Requirement already satisfied: scikit-learn in c:\programdata\...\lib\site-packages
Exception:
Traceback (most recent call last):
  File "C:\ProgramData\...\lib\site-packages\pip\basecommand.py", line 215, in main
    status = self.run(options, args)
  File "C:\ProgramData\...\lib\site-packages\pip\commands\install.py", line 335, in run
    wb.build(autobuilding=True)
  File "C:\ProgramData\...\lib\site-packages\pip\wheel.py", line 749, in build
    self.requirement_set.prepare_files(self.finder)
  File "C:\ProgramData\...\lib\site-packages\pip\req\req_set.py", line 380, in prepare_files
    ignore_dependencies=self.ignore_dependencies))
  File "C:\ProgramData\...\lib\site-packages\pip\req\req_set.py", line 666, in _prepare_file
    check_dist_requires_python(dist)
  File "C:\ProgramData\...\lib\site-packages\pip\utils\packaging.py", line 48, in check_dist_requires_python
    feed_parser.feed(metadata)
  File "C:\ProgramData\...\lib\email\feedparser.py", line 175, in feed
    self._input.push(data)
  File "C:\ProgramData\...\lib\email\feedparser.py", line 103, in push
    self._partial.write(data)
TypeError: string argument expected, got 'NoneType'
You are using pip version 9.0.1, however version 18.1 is available.
You should consider upgrading via the 'python -m pip install --upgrade pip' command.

Any idea how I can get it to work? Thanks

Upvotes: 2

Views: 10306

Answers (4)

Md.Rakibuz Sultan
Md.Rakibuz Sultan

Reputation: 919

Actually, I was facing the same problem in windows10 recently for python3 then I try this it worked for me.

1.  python -m pip install -U pip setuptools

2.  pip install scikit-learn

enter image description here

Upvotes: 0

Matt Elgazar
Matt Elgazar

Reputation: 725

If you are on linux...

1). download anaconda https://www.anaconda.com/download/#download

2). go to where the file is downloaded and type bash Anaconda-latest-Linux-x86_64.sh

The new anaconda already comes with scikit-learn installed.

If you need an older version of python like I did you can install that version by typing

conda install python=3.6

Upvotes: 0

Berbatov
Berbatov

Reputation: 1063

Solved it.

  • Managed to roll-back to pip v9 using this thread.
  • Uninstalled scikit-learn (which was v0.19). Had to use Admin mode to avoid the PermissionError mentioned before
  • Installed it again (which was v0.2)

Code works now, thanks all who contributed.

Upvotes: 1

user1394
user1394

Reputation: 588

Try running that last command to upgrade pip first?

pip install --upgrade pip

And then install scikitlearn afterwards. And possibly try this depending on what version of python you're using in your environment:

pip3 install scikit-learn

Upvotes: 3

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