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This PR adds mentions of breaking changes that we forgot to include in the 3.11.0 release notes.

closes #4430

@michaelosthege michaelosthege changed the title Mention removal of ArviZ-delegated plotting and stats Mention removal of ArviZ-delegated plotting and stats in release notes Jan 22, 2021
RELEASE-NOTES.md Outdated
- In `sample_prior_predictive` the `vars` kwarg was removed in favor of `var_names` (see [#4327](https://github.com/pymc-devs/pymc3/pull/4327)).
- Removed `theanof.set_theano_config` because it illegally changed Theano's internal state (see [#4329](https://github.com/pymc-devs/pymc3/pull/4329)).
- We now depend on `Theano-PyMC` version `1.1.0` exactly (see [#4405](https://github.com/pymc-devs/pymc3/pull/4405)). Major refactorings were done in `Theano-PyMC` 1.1.0. If you implement custom `Op`s or interact with Theano in any way yourself, make sure to read the [Theano-PyMC 1.1.0 release notes](https://github.com/pymc-devs/Theano-PyMC/releases/tag/rel-1.1.0).
- Many plotting and diagnostic functions that were just aliasing ArviZ functions were removed (see [4397](https://github.com/pymc-devs/pymc3/pull/4397/files#)). This includes `pm.summary`, `pm.traceplot`, `pm.ess` and many more!
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I would move this as the second (or even first) point because it's probably the most important one.

@twiecki twiecki merged commit da76320 into master Jan 22, 2021
@twiecki twiecki deleted the add-missing-releasenotes branch January 22, 2021 17:42
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twiecki commented Jan 22, 2021

Thanks!

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pymc3: unexpected minor version effect from 3.10.0 to 3.11.0

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