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For this I had a virtual environment already set up with Conda, so Python 3 is default Python: pip is pip3
pip install pymatbridge
pip install matlab_kernel
On Linux, I have MATLAB R2013A, installed under /usr/local/MATLAB/R2013a_Student. I needed this in my .bashrc (sourced by .bash_profile) to let IPython know it was installed :