How do I install Keras and Theano in Anaconda Python on Windows

Question

I am trying to work on neural networks in Python using the following Keras packages   from keras utils import np utils from keras layers core import Dense  Activation  Dropout from keras models import Sequential from keras layers core import Dense  Dropout  Activation  Flatten from keras layers convolutional import Convolution2D  MaxPooling2D from keras optimizers import SGD   But  I am getting the following error    15 import theano  --- gt  16 from theano import gof  17 from theano compat python2x import partial  18 import theano compile mode  ImportError  cannot import name gof   Installing installed conda install keras  Later I tried to use pip install Theano  but it did not work  I Tried to install using pip install git  but I am getting this error  cannot find command git  So I installed Git and I set the environment variables   So  is there any procedure to install these packages

User · Accepted Answer

It is my solution for the same problem   Install TDM GCC x64  Install Anaconda x64  Open the Anaconda prompt Run conda update conda Run conda update --all Run conda install mingw libpython Install the latest version of Theano  pip install git git   github com Theano Theano git Run pip install git git   github com fchollet keras git

User · Answer

Anaconda with Windows   Run anaconda prompt with administrator privilages conda update conda conda update --all conda install mingw libpython conda install theano   After conda commands it s required to accept process - Proceed   y  n

User · Answer

In case you want to train CNN s with the theano backend like the Keras mnist cnn py example   You better use theano bleeding edge version  Otherwise there may occur assertion errors    Run Theano bleeding edge pip install --upgrade --no-deps git git   github com Theano Theano git Run Keras  like 1 0 8 works fine  pip install git git   github com fchollet keras git

User · Answer

In windows with anaconda  just go on conda prompt and use this command   conda install --channel https   conda anaconda org conda-forge keras

User · Answer

I use macOS and used to have the same problem  Running the following command in the terminal saved me   conda install -c conda-forge keras tensorflow   Hope it helps

User · Answer

The trick is that you need to create an environment workspace for Python  This solution should work for Python 2 7 but at the time of writing keras can run on python 3 5  especially if you have the latest anaconda installed  this took me awhile to figure out so I ll outline the steps I took to install KERAS in python 3 5    Create environment workspace for Python 3 5   C  conda create --name neuralnets python 3 5 C  activate neuralnets   Install everything  notice the neuralnets workspace in parenthesis on each line   Accept any dependencies each of those steps wants to install     neuralnets  C  conda install theano  neuralnets  C  conda install mingw libpython  neuralnets  C  pip install tensorflow  neuralnets  C  pip install keras   Test it out    neuralnets  C  python -c  from keras import backend  print backend  BACKEND       Just remember  if you want to work in the workspace you always have to do   C  activate neuralnets   so you can launch Jupyter for example  assuming you also have Jupyter installed in this environment workspace  as   C  activate neuralnets  neuralnets  jupyter notebook      You can read more about managing and creating conda environments workspaces    at the follwing URL  https   conda io docs using envs html

User · Answer

In windows environment with Anconda  Go to anconda prompt from start  Then if you are behind proxy then  copndarc file needs to eb updated with the proxy details   ssl verify  false channels    - defaults proxy servers    http  http   xx xx xx xx xxxx   https  https   xx xx xx xx xxxx  I had ssl verify initially marked as  True  then I was getting ssl error  So i turned it to false as above and then ran the below commands  conda update conda conda update --all conda install --channel https   conda anaconda org conda-forge keras conda install --channel https   conda anaconda org conda-forge tensorflow  My python version is 3 6 7

User · Answer

install by this command given below conda install -c conda-forge keras  this is error  CondaError  Cannot link a source that does not exist  ive get in win 10  for your error put this command in your command line   conda update conda  this work for me

[python-2.7] How do I install Keras and Theano in Anaconda Python on Windows?

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