Special Topics in Data Science Seminar
Tensor Decompositions in Machine Learning
review different definitions of tensors
learn about most common types of tensor decompositions
discuss applications of tensor decompositions in various domains
overview of recent work on connections between neural networks and tensor decompositions
The jupyter notebooks use Python 3.
pip install -U tensorly pip install imageio conda install --yes scikit-image
highway.avi from here.
Store it in a folder
Download this zip file.
Unpack in folder