MateriApps
A Portal Site of Materials Science Simulation

now 317 Apps

Inquiry / Application Request
Detailed search

TensorNetwork

  • Openness:3 ★★★
  • Document quality:2 ★★☆

An open source library for implementing tensor networks. It is developed based on TensorFlow and is designed to be easily used by experts in the field of machine learning as well as in the field of physics. In addition to TensorFlow, it includes wrappers for JAX, PyTorch, and Numpy.

Information
Last Update:2022/03/01

Official site

https://github.com/google/tensornetwork

License

Apache License 2.0

Availability

Python
Methodology

Tensor network method
Density matrix renormalization group (DMRG)
Related App
Related keywords
Document

Chase Roberts, Ashley Milsted, Martin Ganahl, Adam Zalcman, Bruce Fontaine, Yijian Zou, Jack Hidary, Guifre Vidal, Stefan Leichenauer, arXiv:1905.01330 (2019)
TOP