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Add configuration model #796
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Pull Request Test Coverage Report for Build 4032314256
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Thanks for contributing this! This is neat.
I will have to read the paper to give a better review of the code, but I do have a question about graph realization right off the bat
Some(seed) => Pcg64::seed_from_u64(seed), | ||
None => Pcg64::from_entropy(), | ||
}; | ||
let degree_sequence = match core_generators::DegreeSequence::new(degree_sequence) { |
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Do you need to check this degree sequence with Erdős–Gallai? Or do you return a graph that might not be a simple graph?
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The graph may not be simple. The generator in NetworkX works in a similar fashion: https://networkx.org/documentation/stable/reference/generated/networkx.generators.degree_seq.configuration_model.html#configuration-model
At some point, it would be good to add a parameter to DegreeSequence
constructors that specifies that the degree sequence must be graphical.
Also, you'll have to update |
} | ||
if sum % 2 == 1 { | ||
let index = rng.gen_range(0..length); | ||
degree_sequence[index] += 1; |
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This felt like a "pragmatic" way of ensuring that the sum is even. However, this could lead to out-of-distribution values in the sequence which is probably confusing for the user. Not sure how to fix it. Probably just retry n times?
Added a possibility to generate a random graph using a configuration model. The result is a random graph with a given degree sequence. The Rust library can additionally generate degree sequences from any
Distribution
.