How to install and use scikit-learn in Python











up vote
1
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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...libsite-packages
Exception:
Traceback (most recent call last):
File "C:ProgramData...libsite-packagespipbasecommand.py", line 215, in main
status = self.run(options, args)
File "C:ProgramData...libsite-packagespipcommandsinstall.py", line 335, in run
wb.build(autobuilding=True)
File "C:ProgramData...libsite-packagespipwheel.py", line 749, in build
self.requirement_set.prepare_files(self.finder)
File "C:ProgramData...libsite-packagespipreqreq_set.py", line 380, in prepare_files
ignore_dependencies=self.ignore_dependencies))
File "C:ProgramData...libsite-packagespipreqreq_set.py", line 666, in _prepare_file
check_dist_requires_python(dist)
File "C:ProgramData...libsite-packagespiputilspackaging.py", line 48, in check_dist_requires_python
feed_parser.feed(metadata)
File "C:ProgramData...libemailfeedparser.py", line 175, in feed
self._input.push(data)
File "C:ProgramData...libemailfeedparser.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










share|improve this question


















  • 1




    Have you tried to pip unistall it and reinstall it ?
    – nsaura
    Nov 7 at 21:38












  • Uninstalling doesn't seem to work, I get multiple error messages. I first have to confirm, that I want to proceed with the de-installation, but then I receive this: PermissionError: [WinError 5] Access is denied: 'c:\programdata\...\lib\site-packages\scikit_learn-0.19.0-py3.6.egg-info' -> 'C:\Users\...\pip-0k0t65vd-uninstall\programdata\...\lib\site-packages\scikit_learn-0.19.0-py3.6.egg-info'
    – Berbatov
    Nov 7 at 21:39












  • How about pip install --user scikit-learn
    – Paulo Scardine
    Nov 7 at 21:44










  • This tells me the requirement is already satisfied in [path to directory]
    – Berbatov
    Nov 7 at 21:50















up vote
1
down vote

favorite












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...libsite-packages
Exception:
Traceback (most recent call last):
File "C:ProgramData...libsite-packagespipbasecommand.py", line 215, in main
status = self.run(options, args)
File "C:ProgramData...libsite-packagespipcommandsinstall.py", line 335, in run
wb.build(autobuilding=True)
File "C:ProgramData...libsite-packagespipwheel.py", line 749, in build
self.requirement_set.prepare_files(self.finder)
File "C:ProgramData...libsite-packagespipreqreq_set.py", line 380, in prepare_files
ignore_dependencies=self.ignore_dependencies))
File "C:ProgramData...libsite-packagespipreqreq_set.py", line 666, in _prepare_file
check_dist_requires_python(dist)
File "C:ProgramData...libsite-packagespiputilspackaging.py", line 48, in check_dist_requires_python
feed_parser.feed(metadata)
File "C:ProgramData...libemailfeedparser.py", line 175, in feed
self._input.push(data)
File "C:ProgramData...libemailfeedparser.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










share|improve this question


















  • 1




    Have you tried to pip unistall it and reinstall it ?
    – nsaura
    Nov 7 at 21:38












  • Uninstalling doesn't seem to work, I get multiple error messages. I first have to confirm, that I want to proceed with the de-installation, but then I receive this: PermissionError: [WinError 5] Access is denied: 'c:\programdata\...\lib\site-packages\scikit_learn-0.19.0-py3.6.egg-info' -> 'C:\Users\...\pip-0k0t65vd-uninstall\programdata\...\lib\site-packages\scikit_learn-0.19.0-py3.6.egg-info'
    – Berbatov
    Nov 7 at 21:39












  • How about pip install --user scikit-learn
    – Paulo Scardine
    Nov 7 at 21:44










  • This tells me the requirement is already satisfied in [path to directory]
    – Berbatov
    Nov 7 at 21:50













up vote
1
down vote

favorite









up vote
1
down vote

favorite











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...libsite-packages
Exception:
Traceback (most recent call last):
File "C:ProgramData...libsite-packagespipbasecommand.py", line 215, in main
status = self.run(options, args)
File "C:ProgramData...libsite-packagespipcommandsinstall.py", line 335, in run
wb.build(autobuilding=True)
File "C:ProgramData...libsite-packagespipwheel.py", line 749, in build
self.requirement_set.prepare_files(self.finder)
File "C:ProgramData...libsite-packagespipreqreq_set.py", line 380, in prepare_files
ignore_dependencies=self.ignore_dependencies))
File "C:ProgramData...libsite-packagespipreqreq_set.py", line 666, in _prepare_file
check_dist_requires_python(dist)
File "C:ProgramData...libsite-packagespiputilspackaging.py", line 48, in check_dist_requires_python
feed_parser.feed(metadata)
File "C:ProgramData...libemailfeedparser.py", line 175, in feed
self._input.push(data)
File "C:ProgramData...libemailfeedparser.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










share|improve this question













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...libsite-packages
Exception:
Traceback (most recent call last):
File "C:ProgramData...libsite-packagespipbasecommand.py", line 215, in main
status = self.run(options, args)
File "C:ProgramData...libsite-packagespipcommandsinstall.py", line 335, in run
wb.build(autobuilding=True)
File "C:ProgramData...libsite-packagespipwheel.py", line 749, in build
self.requirement_set.prepare_files(self.finder)
File "C:ProgramData...libsite-packagespipreqreq_set.py", line 380, in prepare_files
ignore_dependencies=self.ignore_dependencies))
File "C:ProgramData...libsite-packagespipreqreq_set.py", line 666, in _prepare_file
check_dist_requires_python(dist)
File "C:ProgramData...libsite-packagespiputilspackaging.py", line 48, in check_dist_requires_python
feed_parser.feed(metadata)
File "C:ProgramData...libemailfeedparser.py", line 175, in feed
self._input.push(data)
File "C:ProgramData...libemailfeedparser.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







python pandas scikit-learn pip miniconda






share|improve this question













share|improve this question











share|improve this question




share|improve this question










asked Nov 7 at 21:35









Berbatov

1221110




1221110








  • 1




    Have you tried to pip unistall it and reinstall it ?
    – nsaura
    Nov 7 at 21:38












  • Uninstalling doesn't seem to work, I get multiple error messages. I first have to confirm, that I want to proceed with the de-installation, but then I receive this: PermissionError: [WinError 5] Access is denied: 'c:\programdata\...\lib\site-packages\scikit_learn-0.19.0-py3.6.egg-info' -> 'C:\Users\...\pip-0k0t65vd-uninstall\programdata\...\lib\site-packages\scikit_learn-0.19.0-py3.6.egg-info'
    – Berbatov
    Nov 7 at 21:39












  • How about pip install --user scikit-learn
    – Paulo Scardine
    Nov 7 at 21:44










  • This tells me the requirement is already satisfied in [path to directory]
    – Berbatov
    Nov 7 at 21:50














  • 1




    Have you tried to pip unistall it and reinstall it ?
    – nsaura
    Nov 7 at 21:38












  • Uninstalling doesn't seem to work, I get multiple error messages. I first have to confirm, that I want to proceed with the de-installation, but then I receive this: PermissionError: [WinError 5] Access is denied: 'c:\programdata\...\lib\site-packages\scikit_learn-0.19.0-py3.6.egg-info' -> 'C:\Users\...\pip-0k0t65vd-uninstall\programdata\...\lib\site-packages\scikit_learn-0.19.0-py3.6.egg-info'
    – Berbatov
    Nov 7 at 21:39












  • How about pip install --user scikit-learn
    – Paulo Scardine
    Nov 7 at 21:44










  • This tells me the requirement is already satisfied in [path to directory]
    – Berbatov
    Nov 7 at 21:50








1




1




Have you tried to pip unistall it and reinstall it ?
– nsaura
Nov 7 at 21:38






Have you tried to pip unistall it and reinstall it ?
– nsaura
Nov 7 at 21:38














Uninstalling doesn't seem to work, I get multiple error messages. I first have to confirm, that I want to proceed with the de-installation, but then I receive this: PermissionError: [WinError 5] Access is denied: 'c:\programdata\...\lib\site-packages\scikit_learn-0.19.0-py3.6.egg-info' -> 'C:\Users\...\pip-0k0t65vd-uninstall\programdata\...\lib\site-packages\scikit_learn-0.19.0-py3.6.egg-info'
– Berbatov
Nov 7 at 21:39






Uninstalling doesn't seem to work, I get multiple error messages. I first have to confirm, that I want to proceed with the de-installation, but then I receive this: PermissionError: [WinError 5] Access is denied: 'c:\programdata\...\lib\site-packages\scikit_learn-0.19.0-py3.6.egg-info' -> 'C:\Users\...\pip-0k0t65vd-uninstall\programdata\...\lib\site-packages\scikit_learn-0.19.0-py3.6.egg-info'
– Berbatov
Nov 7 at 21:39














How about pip install --user scikit-learn
– Paulo Scardine
Nov 7 at 21:44




How about pip install --user scikit-learn
– Paulo Scardine
Nov 7 at 21:44












This tells me the requirement is already satisfied in [path to directory]
– Berbatov
Nov 7 at 21:50




This tells me the requirement is already satisfied in [path to directory]
– Berbatov
Nov 7 at 21:50












3 Answers
3






active

oldest

votes

















up vote
2
down vote













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





share|improve this answer





















  • And if you get PermissionError: [WinError 5] Access is denied: try to add the --user flag
    – Paulo Scardine
    Nov 7 at 21:51










  • Upgrading to the new pip worked. Even though it still gave me the old message that I was using the old version: "Successfully installed pip-18.1. You are using pip version 9.0.1...". However, when I try to install scikit-learn now, it tells me "AttributeError: module 'pip' has not attribute 'main'
    – Berbatov
    Nov 7 at 21:55










  • Try with sudo before pip install --upgrade pip
    – nsaura
    Nov 7 at 21:57










  • You mean typing sudo in front of it? Doesn't seem to work
    – Berbatov
    Nov 7 at 22:15










  • Try iterations of sudo python3 -m pip install sklearn What does pip --version output?
    – leeym
    Nov 7 at 22:38




















up vote
1
down vote



accepted










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.






share|improve this answer




























    up vote
    0
    down vote













    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






    share|improve this answer





















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      3 Answers
      3






      active

      oldest

      votes








      3 Answers
      3






      active

      oldest

      votes









      active

      oldest

      votes






      active

      oldest

      votes








      up vote
      2
      down vote













      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





      share|improve this answer





















      • And if you get PermissionError: [WinError 5] Access is denied: try to add the --user flag
        – Paulo Scardine
        Nov 7 at 21:51










      • Upgrading to the new pip worked. Even though it still gave me the old message that I was using the old version: "Successfully installed pip-18.1. You are using pip version 9.0.1...". However, when I try to install scikit-learn now, it tells me "AttributeError: module 'pip' has not attribute 'main'
        – Berbatov
        Nov 7 at 21:55










      • Try with sudo before pip install --upgrade pip
        – nsaura
        Nov 7 at 21:57










      • You mean typing sudo in front of it? Doesn't seem to work
        – Berbatov
        Nov 7 at 22:15










      • Try iterations of sudo python3 -m pip install sklearn What does pip --version output?
        – leeym
        Nov 7 at 22:38

















      up vote
      2
      down vote













      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





      share|improve this answer





















      • And if you get PermissionError: [WinError 5] Access is denied: try to add the --user flag
        – Paulo Scardine
        Nov 7 at 21:51










      • Upgrading to the new pip worked. Even though it still gave me the old message that I was using the old version: "Successfully installed pip-18.1. You are using pip version 9.0.1...". However, when I try to install scikit-learn now, it tells me "AttributeError: module 'pip' has not attribute 'main'
        – Berbatov
        Nov 7 at 21:55










      • Try with sudo before pip install --upgrade pip
        – nsaura
        Nov 7 at 21:57










      • You mean typing sudo in front of it? Doesn't seem to work
        – Berbatov
        Nov 7 at 22:15










      • Try iterations of sudo python3 -m pip install sklearn What does pip --version output?
        – leeym
        Nov 7 at 22:38















      up vote
      2
      down vote










      up vote
      2
      down vote









      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





      share|improve this answer












      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






      share|improve this answer












      share|improve this answer



      share|improve this answer










      answered Nov 7 at 21:47









      leeym

      312213




      312213












      • And if you get PermissionError: [WinError 5] Access is denied: try to add the --user flag
        – Paulo Scardine
        Nov 7 at 21:51










      • Upgrading to the new pip worked. Even though it still gave me the old message that I was using the old version: "Successfully installed pip-18.1. You are using pip version 9.0.1...". However, when I try to install scikit-learn now, it tells me "AttributeError: module 'pip' has not attribute 'main'
        – Berbatov
        Nov 7 at 21:55










      • Try with sudo before pip install --upgrade pip
        – nsaura
        Nov 7 at 21:57










      • You mean typing sudo in front of it? Doesn't seem to work
        – Berbatov
        Nov 7 at 22:15










      • Try iterations of sudo python3 -m pip install sklearn What does pip --version output?
        – leeym
        Nov 7 at 22:38




















      • And if you get PermissionError: [WinError 5] Access is denied: try to add the --user flag
        – Paulo Scardine
        Nov 7 at 21:51










      • Upgrading to the new pip worked. Even though it still gave me the old message that I was using the old version: "Successfully installed pip-18.1. You are using pip version 9.0.1...". However, when I try to install scikit-learn now, it tells me "AttributeError: module 'pip' has not attribute 'main'
        – Berbatov
        Nov 7 at 21:55










      • Try with sudo before pip install --upgrade pip
        – nsaura
        Nov 7 at 21:57










      • You mean typing sudo in front of it? Doesn't seem to work
        – Berbatov
        Nov 7 at 22:15










      • Try iterations of sudo python3 -m pip install sklearn What does pip --version output?
        – leeym
        Nov 7 at 22:38


















      And if you get PermissionError: [WinError 5] Access is denied: try to add the --user flag
      – Paulo Scardine
      Nov 7 at 21:51




      And if you get PermissionError: [WinError 5] Access is denied: try to add the --user flag
      – Paulo Scardine
      Nov 7 at 21:51












      Upgrading to the new pip worked. Even though it still gave me the old message that I was using the old version: "Successfully installed pip-18.1. You are using pip version 9.0.1...". However, when I try to install scikit-learn now, it tells me "AttributeError: module 'pip' has not attribute 'main'
      – Berbatov
      Nov 7 at 21:55




      Upgrading to the new pip worked. Even though it still gave me the old message that I was using the old version: "Successfully installed pip-18.1. You are using pip version 9.0.1...". However, when I try to install scikit-learn now, it tells me "AttributeError: module 'pip' has not attribute 'main'
      – Berbatov
      Nov 7 at 21:55












      Try with sudo before pip install --upgrade pip
      – nsaura
      Nov 7 at 21:57




      Try with sudo before pip install --upgrade pip
      – nsaura
      Nov 7 at 21:57












      You mean typing sudo in front of it? Doesn't seem to work
      – Berbatov
      Nov 7 at 22:15




      You mean typing sudo in front of it? Doesn't seem to work
      – Berbatov
      Nov 7 at 22:15












      Try iterations of sudo python3 -m pip install sklearn What does pip --version output?
      – leeym
      Nov 7 at 22:38






      Try iterations of sudo python3 -m pip install sklearn What does pip --version output?
      – leeym
      Nov 7 at 22:38














      up vote
      1
      down vote



      accepted










      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.






      share|improve this answer

























        up vote
        1
        down vote



        accepted










        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.






        share|improve this answer























          up vote
          1
          down vote



          accepted







          up vote
          1
          down vote



          accepted






          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.






          share|improve this answer












          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.







          share|improve this answer












          share|improve this answer



          share|improve this answer










          answered Nov 7 at 22:47









          Berbatov

          1221110




          1221110






















              up vote
              0
              down vote













              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






              share|improve this answer

























                up vote
                0
                down vote













                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






                share|improve this answer























                  up vote
                  0
                  down vote










                  up vote
                  0
                  down vote









                  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






                  share|improve this answer












                  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







                  share|improve this answer












                  share|improve this answer



                  share|improve this answer










                  answered Nov 10 at 16:52









                  Matt Elgazar

                  309




                  309






























                       

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