kmp5VT / kmp5VT/ITensorCPD.jl

CP tensor network support

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enhancement
Dominant language
Julia
Stars
7
Forks
2
PR merge metrics
No merged PRs in 30d

Description

Right now it is not possible to decompose a network which contains hyper edges. Therefore one cannot extract a sub-graph from a tensor network, decompose it, partially contract it with another sub-graph from the network, then decompose the mixed networks. This is a similar idea to decomposing one or multiple CPDs into a CPD with a different topology.

Contributor guide

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Research direction

The issue names no files, tests, or entry points. Begin by understanding how hyper edges and CPDs are represented in ITensorCPD.jl, then define the decomposition workflow for extracted and partially contracted sub-graphs. Done should include support for decomposing networks with hyper edges and the mixed-network use case described.

Written by the indexing model from the issue text.

Assessment

Tech stack
julia
Domain
data
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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