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Major refactor, use statsmodels instead of R 🎉, fixes #55 #56
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[NEW] added a convenience class util.pdf_writer which writes once, then sleeps for 2 seconds, then writes again. Motivated by the solution here plotly/plotly.py#3469 we only have to do this sleep once, during a session. So we create an instance of this writer and use it for all writes.
[CHANGED] we remove all rpy2 code and do the log-linear modelling using statsmodels. Nice! [CHANGED] defined a loglin_result dataclass for providing results, plus unified the spectra and neighbour effect models
[CHANGED] not being used
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