TensorLy

TensorLy is a Python library that aims at making tensor learning simple and accessible. It allows to easily perform tensor decomposition, tensor learning and tensor algebra. Its backend system allows to seamlessly perform computation with NumPy, PyTorch, JAX, TensorFlow, CuPy or Paddle, and run methods at scale on CPU or GPU.

Features

Open Source, BSD Licensed
Pure Python, Tested & Optimized
Flexible Backends for: NumPy, PyTorch, TensorFlow, JAX, Apache MXNet and CuPy
Thorough Documentation
Minimal Dependencies
Tensorized Deep Learning with TensorLy-Torch

Project Samples

Project Activity

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License

MIT License

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TensorLy Web Site

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2024-08-19

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