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Code directory

This directory contains all code used for the project. The project structure is broken down as follows:

  • data: wrappers for various datasets
  • distributions: utils for various distributions (deprecated)
  • generation: generating simulated datasets
  • hypothesis: hypothesis tests on feature-based partitions
  • inference: softmax classifier and MALA
  • model: includes Graph_MCMC class used to sample block memeberships
  • output: directory to save output files
  • sgmcmc: brief foray into R (deprecated)
  • utils: various utility functions

The top level files are either scripts or jupyter notebooks. The script opus.py contains the final experiment used in the report.

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