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README.md

README.md

Special Topics in Data Science Seminar

Tensor Decompositions in Machine Learning

Goals:

  • 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.

Package Requirements:

pip install -U tensorly
pip install imageio
conda install --yes scikit-image

Datasets:

Download the highway.avi from here. Store it in a folder data.

Download this zip file. Unpack in folder data.