diaTM is an implementation of the work of Stephen Crain et al (2010). in which the authors describe a dialect sensitive topic modelling approach for content analysis of content in more than one dialect (such as medical papers and community fora).
Run pip install -r requirements.txt and then python setup.py install.
You can currently fit the model using something like this:
from diatm import DiaTM
dtm = DiaTM(n_topic=10, n_dialects=2)
collection1 = [
['hello','blah','blah',...],
...
]
collection2 = [
['greetings','posho','posho',...],
...
]
X = [collection1, collection2]
dtm.fit(X)It's pretty slow at the moment, I might be able to optimise the code one day.