Tensor network contraction order optimization and visualization
- Mentors
- JinGuo Liu
- Organization
- The Julia Language
- Technologies
- julia
- Topics
- Tensor network contraction, Tensor network visualization
This project aims to further enhance the performance and usability of tensor network tools in Julia.
There are three main goals of the project:
1) extending the optimization methods in OMEinsumContractionOrders.jl with the state of art contraction order optimization algorithms;
2) implementing a hyper-graph visualization tool for tensor networks as a standalone package;
3) porting the contraction order optimization algorithms in OMEinsumContractionOrders.jl to the TensorOperations.jl package as a backend.
Testing and documentation will also be done for all implemented methods, and the code will be open-sourced and published to the Julia community.