python - conda installed packages not working with jupyter -


i had installed tensorflow pip install, , installed keras conda install: (my python3 installed under anaconda3)

conda create -n keras python=3.5 activate keras pip install --ignore-installed --upgrade https://storage.googleapis.com/tensorflow/windows/cpu/tensorflow-1.2.1-cp35-cp35m-win_amd64.whl conda install --channel https://conda.anaconda.org/conda-forge keras

now when run following commands in commandline, works fine:

activate keras python import tensorflow import keras keras.datasets import mnist

however, when run same commands jupyter, error on keras import line:

activate keras jupyter notebook # open python3 notebook # , enter above commands in # , run  importerror: no module named 'keras'

however import tensorflow gives no error.

i uninstalled tensorflow, , reinstalled conda install:

conda install tensorflow

now when run jupyter, same error on tensorflow line also.

how can jupyter work on packages installed conda?

additional information: ran sys.executable both commandline , jupyter, , both point same path:

'c:\\sw\\anaconda3\\envs\\tensorflow\\python.exe'

it looks recent problem, found similar report @ https://github.com/jupyter/jupyter/issues/245, did not quite understand solution. can here?

i found answer @ http://ipython.readthedocs.io/en/stable/install/kernel_install.html#kernels-for-different-environments

ipykernel has linked environment, , jupyter can use it.

the following installation procedure works:

conda create -n keras python=3.5 ipykernel activate keras python -m ipykernel install --user --name keras jupyter notebook

now if call sys.executable in jupyter notebook, prints correct environment executables accessed.


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