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BlockDecomposition.jl package provides features to take advantage of the shape of block structured problems.
The user must be familiar with the syntax of JuMP, which is described in its documentation.
Note
This package is under development. Although it is a JuMP extension, it is not written nor maintained by the primary developers of JuMP. Therefore, do not expect high reactiveness on the issues.