如何在Windows 10和Anaconda上安装Tensorflow？

Question

I know that there exists a link for installing Tensorflow for python 3.5 on
Windows Installation link . There also a similar question on StackOverflow link also, but it case when I use this command:

pip install --ignore-installed --upgrade https://storage.googleapis.com/tensorflow/windows/cpu/tensorflow-1.0.0-cp35-cp35m-win_x86_64.whl

But it said Wheel package needs to be updated. So I updated it using pip and ran the application once again. The output was

tensorflow-1.0.0-cp35-cp35m-win_x86_64.whl is not a supported wheel on this platform.

So how do I solve this problem ? Please help. I've tried to install the cpu version of TensorFlow.

Answer 1

conda upgrade conda
conda upgrade --all
conda create -n tensorflow python=3.5.
activate tensorflow
conda install -c conda-forge tensorflow

This will create an "environment" that will contain all of your packages you need (the example above is just tensorflow) and you will be able to import that library while you are in that environment anaconda is really just used to manage packages and segregate projects that require different packages

When your finished with your environment, to close out use:

deactivate

these commands are slightly different on OSX/Linux so be sure to look them up if you are on a different operating system

If you are using TF for some machine learning then you will probably want these packages in your environment as well:

conda install pandas matplotlib jupyter notebook scipy scikit-learn

Place that line between (activate tensorflow) and (conda install)

Answer 2

The executable, Anaconda for python 3.5 is not available on the official website. An alternative to downloading that version is to download the latest version of Anaconda(3.6 as of 9 May, 2017), open your cmd shell in windows and execute the following commands. Note that the activate command is not fully supported in Windows Powershell. Click here to see why.

conda create --name tensorflow python=3.5
activate tensorflow
conda install -c conda-forge tensorflow=1.0.0

The answer has been borrowed from Anaconda Public Google Group.