A large scale tensor mining package running on distributed Hadoop platform.

What is BIGtensor?

A tensor mining package running on distributed platform(Hadoop) 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 map() and reduce() functions to run tensor analysis on MapReduce.

Distributed computing

BIGtensor runs on Hadoop platform, an open source version of MapReduce.



Large-scale

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

Useful operations

BIGtensor supports various tensor operations, generations, and factorization.