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GSDMM: Short text clustering (Rust implementation)

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#1 support and using latest version of docopt; running clippy and rustfmt to clean stuff up too

@rwalk Dear Ryan, Thanks so much for sharing this code! For my runs there seems to be a little deviation from the behavior described in the docs: The file `examples/grades/grades_out_label_probabilities.csv`...

The Yin and Wang 2014 paper also specifies an implementation with non-binary term counts. The formulas are a bit more difficult and the benefit is uncertain so I've not implemented...

help wanted

The constructor for GSDMM with signature: ``` pub fn new(alpha:f64, beta:f64, K: usize, maxit:isize, vocab:HashSet, docs:Vec) -> GSDMM ``` consumes the docs and vocab objects. This means that user will...

help wanted