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Fix keep_size for arviz structures. #4006

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Jul 12, 2020
Merged

Fix keep_size for arviz structures. #4006

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de2d614
Fix posterior pred. sampling keep_size w/ arviz input.
rpgoldman Jul 10, 2020
0cb6306
Reformatting.
rpgoldman Jul 10, 2020
eb59c5e
Check type errors.
rpgoldman Jul 12, 2020
1df5e4c
Add changelog entry.
rpgoldman Jul 12, 2020
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1 change: 1 addition & 0 deletions RELEASE-NOTES.md
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Expand Up @@ -11,6 +11,7 @@
### New features
- Introduce optional arguments to `pm.sample`: `mp_ctx` to control how the processes for parallel sampling are started, and `pickle_backend` to specify which library is used to pickle models in parallel sampling when the multiprocessing cnotext is not of type `fork`. (see [#3991](https://github.com/pymc-devs/pymc3/pull/3991))
- Add sampler stats `process_time_diff`, `perf_counter_diff` and `perf_counter_start`, that record wall and CPU times for each NUTS and HMC sample (see [ #3986](https://github.com/pymc-devs/pymc3/pull/3986)).
- Extend `keep_size` argument handling for `sample_posterior_predictive` and `fast_sample_posterior_predictive`, to work on arviz InferenceData and xarray Dataset input values. (see [PR #4006](https://github.com/pymc-devs/pymc3/pull/4006) and [Issue #4004](https://github.com/pymc-devs/pymc3/issues/4004).

## PyMC3 3.9.2 (24 June 2020)
### Maintenance
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