Bags of words, edit distance (as see in bioinformatics, hamming distances, cunning kernels and vector spaces over documents. Vector spaces induced by document structures. Metrics based on generation by finite state machines, *-omics Maybe co-occurrence metrics would also be useful as musical metrics? Inference complexity.
TBC.
References
Blei, David M., Andrew Y. Ng, and Michael I. Jordan. 2003. βLatent Dirichlet Allocation.β Journal of Machine Learning Research 3 (Jan): 993β1022.
Selinger, Peter. 2009. βA Survey of Graphical Languages for Monoidal Categories.β In A Survey of Graphical Languages for Monoidal Categories, 813:289β355. Lecture Notes in Physics. Springer Berlin / Heidelberg.
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