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

See All Activity >

Categories

Machine Learning

License

MIT License

Follow TensorLy

TensorLy Web Site

You Might Also Like
Our Free Plans just got better! | Auth0 by Okta Icon
Our Free Plans just got better! | Auth0 by Okta

With up to 25k MAUs and unlimited Okta connections, our Free Plan lets you focus on what you do best—building great apps.

You asked, we delivered! Auth0 is excited to expand our Free and Paid plans to include more options so you can focus on building, deploying, and scaling applications without having to worry about your secuirty. Auth0 now, thank yourself later.
Try free now
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of TensorLy!

Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2024-08-19