I am installing anaconda environment with keras, and using theano backend. But I cannot get theano to work. here is what I have done and also errors noted afterwards.
Step 1: download the latest version of anaconda, then install in linux by ' bash Anaconda3-5.0.1-Linux-x86_64.sh'
Step 2: conda install -c conda-forge keras, which installs keras 2.0.9
This also installs theano 1.0.1, as shown below:
The following NEW packages will be INSTALLED:
keras: 2.0.9-py36_0 conda-forge
libgpuarray: 0.7.5-0 conda-forge
mako: 1.0.7-py36_0 conda-forge
pygpu: 0.7.5-py36_0 conda-forge
theano: 1.0.1-py36_1 conda-forge
The following packages will be SUPERSEDED by a higher-priority channel:
conda: 4.3.30-py36h5d9f9f4_0 --> 4.3.29-py36_0 conda-forge
conda-env: 2.6.0-h36134e3_1 --> 2.6.0-0 conda-forge
Next, testing theano:
python
Python 3.6.3 |Anaconda, Inc.| (default, Oct 13 2017, 12:02:49)
[GCC 7.2.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import theano
>>> theano.ifelse
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
AttributeError: module 'theano' has no attribute 'ifelse'
The error shown in the last line is preventing me using theano and keras properly. all my code that works on a different platform does not work, because they will generate an error like that.
I also tried to follow instructions on http://deeplearning.net/software/theano/install_ubuntu.html with a fresh anaconda installation to just install theano, without keras. But after installation, with the testing line above, I get the same error.
Any suggestion on how to fix this?