TensorLy: Simple and Fast Tensor Learning in Python

Tested and Optimised
Pure Python
Flexible Backends for:
- NumPy
- PyTorch
- TensorFlow
- JAX
- Apache MXNet
- CuPy
Thorough Documentation
Minimal Dependencies

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Discover TensorLy's Functionalities!

Install TensorLy

Installation Instructions

User Guide

A Friendly Guide to Tensor Learning

Examples

See Usage Examples With Code

API

Functions and Classes Documentation

About Us

About the Developers

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Source Code on Github

Jean Kossaifi, Yannis Panagakis, Anima Anandkumar and Maja Pantic, TensorLy: Tensor Learning in Python, Journal of Machine Learning Research, Year: 2019, Volume: 20, Issue: 26, Pages: 1−6.
http://jmlr.org/papers/v20/18-277.html.