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- Add `logcdf` method to Kumaraswamy distribution (see [#4706](https://github.com/pymc-devs/pymc3/pull/4706)).
- The `OrderedMultinomial` distribution has been added for use on ordinal data which are _aggregated_ by trial, like multinomial observations, whereas `OrderedLogistic` only accepts ordinal data in a _disaggregated_ format, like categorical
observations (see [#4773](https://github.com/pymc-devs/pymc3/pull/4773)).
- The `Polya-Gamma` distribution has been added (see [#4531](https://github.com/pymc-devs/pymc3/pull/4531)). To make use of this distribution, the [`polyagamma>=1.3.1`](https://pypi.org/project/polyagamma/) library must be installed and available in the user's environment.
