A pure-python autograd/tensor library (CogWorks 2017)

mygrad was created as a prototype for the CogWorks 2017 summer program, in the Beaver Works Summer Institute at MIT. It was developed by Ryan Soklaski, the lead instructor of CogWorks 2017, and by Nick Stanisha.

Clone MyGrad, navigate to the resulting directory, and run

python setup.py develop

If you want to run unit tests, install pytest and hypothesis:

conda install pytest
pip install hypothesis

And, in the MyGrad directory, run:

pytest tests