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Hmm this seems to be a matplotlib issue for you locally. It works just fine for me and I just added a test in cac65fa to run on my PR (and test multiple python version and platforms), which I'm assuming will pass.
Adjacency.plot_mds(n_components=3)
works for for 2-D, but 3-D no longer works.
Here is the error message I'm getting.
Pretty stumped on this one. @ejolly does this work for you?
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