How to install TensorFlow in jupyter notebook on Azure Machine Learning Studio

Question

I'm trying to test Azure Machine Learning Studio.

I want to use TensorFlow, but it is not installed on Jupyter notebook.

How can I use some machine learning libraries like TensorFlow, Theano, Keras,... in the notebook?

I tried this:

pip install TensorFlow 

But, I got an error as below:

Collecting TensorFlow

  Downloading tensorflow-0.12.0rc0-cp34-cp34m-manylinux1_x86_64.whl (43.1MB)

    100% |################################| 43.1MB 27kB/s 

Collecting protobuf==3.1.0 (from tensorflow)

  Downloading protobuf-3.1.0-py2.py3-none-any.whl (339kB)

    100% |################################| 348kB 3.7MB/s 

Collecting six>=1.10.0 (from tensorflow)

  Downloading six-1.10.0-py2.py3-none-any.whl

Requirement already satisfied: numpy>=1.11.0 in /home/nbcommon/anaconda3_23/lib/python3.4/site-packages (from tensorflow)

Requirement already satisfied: wheel>=0.26 in /home/nbcommon/anaconda3_23/lib/python3.4/site-packages (from tensorflow)

Requirement already satisfied: setuptools in /home/nbcommon/anaconda3_23/lib/python3.4/site-packages/setuptools-27.2.0-py3.4.egg (from protobuf==3.1.0->tensorflow)

Installing collected packages: six, protobuf, tensorflow

  Found existing installation: six 1.9.0

    DEPRECATION: Uninstalling a distutils installed project (six) has been deprecated and will be removed in a future version. This is due to the fact that uninstalling a distutils project will only partially uninstall the project.

    Uninstalling six-1.9.0:

      Successfully uninstalled six-1.9.0

  Rolling back uninstall of six

Exception:

Traceback (most recent call last):

  File "/home/nbcommon/anaconda3_23/lib/python3.4/site-packages/pip/basecommand.py", line 215, in main

    status = self.run(options, args)

  File "/home/nbcommon/anaconda3_23/lib/python3.4/site-packages/pip/commands/install.py", line 342, in run

    prefix=options.prefix_path,

  File "/home/nbcommon/anaconda3_23/lib/python3.4/site-packages/pip/req/req_set.py", line 784, in install

    **kwargs

  File "/home/nbcommon/anaconda3_23/lib/python3.4/site-packages/pip/req/req_install.py", line 851, in install

    self.move_wheel_files(self.source_dir, root=root, prefix=prefix)

  File "/home/nbcommon/anaconda3_23/lib/python3.4/site-packages/pip/req/req_install.py", line 1064, in move_wheel_files

    isolated=self.isolated,

  File "/home/nbcommon/anaconda3_23/lib/python3.4/site-packages/pip/wheel.py", line 345, in move_wheel_files

    clobber(source, lib_dir, True)

  File "/home/nbcommon/anaconda3_23/lib/python3.4/site-packages/pip/wheel.py", line 329, in clobber

    os.utime(destfile, (st.st_atime, st.st_mtime))

PermissionError: [Errno 1] Operation not permitted

Answer 1

Try installing the package to a different directory where there is write permission. To access, you will need to provide token for authorization to set up a connection.