A large scale tensor mining package running on multiple platforms.

BIGtensor (Distributed) running on Hadoop platform.

What is BIGtensor?

A tensor mining package running on single or distributed (Hadoop) platform for large-scale tensor analysis. BIGtensor provides various tensor operations, generations and factorizations.

Easy to use

BIGtensor is very easy to use. Users do not need to know the internal procedure of functions to run tensor analysis on the platform.

Efficient computing

BIGtensor fully utilizes the computing resources in the platform to provide high-speed tensor analysis.


BIGtensor is optimized to support large-scale tensors with billions of nonzero elements.

Useful operations

BIGtensor supports various tensor operations, generations, and factorization.