t3f - library for working with Tensor Train decomposition built on top of TensorFlow. t3f is a library for working with Tensor Train decomposition. Tensor Train decomposition is a generalization of the low-rank decomposition from matrices to tensors (=multidimensional arrays), i.e. it’s a tool to efficiently work with structured tensors. t3f is implemented on top of TensorFlow which gives it a few nice properties:
Keywords for this software
References in zbMATH (referenced in 2 articles , 1 standard article )
Showing results 1 to 2 of 2.
- Novikov, Alexander; Izmailov, Pavel; Khrulkov, Valentin; Figurnov, Michael; Oseledets, Ivan: Tensor train decomposition on TensorFlow (T3F) (2020)
- Daniel Suess; Milan Holzäpfel: mpnum: A matrix product representation library for Python (2017) not zbMATH