BIGtensor is a large-scale tensor mining package.
It runs on distributed Hadoop platform, an open-source version of MapReduce framework.
BIGtensor provides various tensor operations:
- Tensor operations: matricization, n-mode product, scalar operations, etc.
- Tensor generations: generation where all tensor values are set to 1, random tensor generation, tensor generation from factor matrices and core tensor
- Tensor decompositions: PARAFAC, Nonnegative PARAFAC, Tucker, Nonnegative Tucker, Coupled Matrix-tensor Factorization (PARAFAC),
BIGtensor is develeloped in Data Mining Lab @ Seoul National University.
The main contributors are:
BIGtensor receives wide media coverage.