ITensor / ITensor/ITensorNetworks.jl

Add index combining features

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Dominant language
Julia
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128
Forks
23
Avg merge
4d 7h
Merged PRs (30d)
7

Description

Add tools for combining and uncombining all or some of the link/site indices of a tensor network.

An interface I could imagine is the following for combining the link indices of a network:

tnc, combiners = combine_linkinds(tn)

tnc would be a tensor network with the same graph structure as tn but with the link indices merged. combiners would be a DataGraph with the combiners as metadata on the edges. Then the graph could be uncombined like:

tn = uncombineinds(tn, combiners)

This could be a wrapper around or more general function:

tnc, combiners = combineinds(tn; links=:, sites=[])

i.e. where you can choose a subset of link or site indices to combine.

@JoeyT1994

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  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
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Research direction

Start by locating the existing tensor-network index utilities and the combineinds, combine_linkinds, and uncombineinds entry points described in the issue. Determine how link and site indices are represented and how DataGraph edge metadata is handled; done means selected indices can be combined and restored for all or some links and sites.

Written by the indexing model from the issue text.

Assessment

Tech stack
julia
Domain
backend-api-design
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
25/100

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