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  ---> 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?

Answer 1

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