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bumping version to 3.10.0 #4309

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Dec 7, 2020
Merged

bumping version to 3.10.0 #4309

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8231db2
bumping version to 3.10.0
Spaak Dec 7, 2020
3b399ec
adding PR 4211 and 4260 to release notes
Spaak Dec 7, 2020
6a8274d
typo
Spaak Dec 7, 2020
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6 changes: 3 additions & 3 deletions RELEASE-NOTES.md
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# Release Notes

## PyMC3 3.10.0 (on deck)
## PyMC3 3.10.0 (7 December 2020)
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This is a major release with many exciting new features. The biggest change is that we now rely on our own fork of [Theano-PyMC](https://github.com/pymc-devs/Theano-PyMC). This is in line with our [big announcement about our commitment to PyMC3 and Theano](https://pymc-devs.medium.com/the-future-of-pymc3-or-theano-is-dead-long-live-theano-d8005f8a0e9b).

Expand Down Expand Up @@ -34,7 +34,7 @@ This new version of `Theano-PyMC` comes with an experimental JAX backend which,
- `sample_posterior_predictive_w` can now feed on `xarray.Dataset` - e.g. from `InferenceData.posterior`. (see [#4042](https://github.com/pymc-devs/pymc3/pull/4042))
- Change SMC metropolis kernel to independent metropolis kernel [#4115](https://github.com/pymc-devs/pymc3/pull/4115))
- Add alternative parametrization to NegativeBinomial distribution in terms of n and p (see [#4126](https://github.com/pymc-devs/pymc3/issues/4126))
- Added semantically meaningful `str` representations to PyMC3 objects for console, notebook, and GraphViz use (see [#4076](https://github.com/pymc-devs/pymc3/pull/4076), [#4065](https://github.com/pymc-devs/pymc3/pull/4065), [#4159](https://github.com/pymc-devs/pymc3/pull/4159), [#4217](https://github.com/pymc-devs/pymc3/pull/4217), and [#4243](https://github.com/pymc-devs/pymc3/pull/4243)).
- Added semantically meaningful `str` representations to PyMC3 objects for console, notebook, and GraphViz use (see [#4076](https://github.com/pymc-devs/pymc3/pull/4076), [#4065](https://github.com/pymc-devs/pymc3/pull/4065), [#4159](https://github.com/pymc-devs/pymc3/pull/4159), [#4217](https://github.com/pymc-devs/pymc3/pull/4217), [#4243](https://github.com/pymc-devs/pymc3/pull/4243), and [#4260](https://github.com/pymc-devs/pymc3/pull/4260)).
- Add Discrete HyperGeometric Distribution (see [#4249](https://github.com/pymc-devs/pymc3/pull/#4249))

### Maintenance
Expand All @@ -44,7 +44,7 @@ This new version of `Theano-PyMC` comes with an experimental JAX backend which,
- Fixed numerical instability in ExGaussian's logp by preventing `logpow` from returning `-inf` (see [#4050](https://github.com/pymc-devs/pymc3/pull/4050)).
- Numerically improved stickbreaking transformation - e.g. for the `Dirichlet` distribution. [#4129](https://github.com/pymc-devs/pymc3/pull/4129)
- Enabled the `Multinomial` distribution to handle batch sizes that have more than 2 dimensions. [#4169](https://github.com/pymc-devs/pymc3/pull/4169)
- Test model logp before starting any MCMC chains (see [#4116](https://github.com/pymc-devs/pymc3/issues/4116))
- Test model logp before starting any MCMC chains (see [#4211](https://github.com/pymc-devs/pymc3/pull/4211))
- Fix bug in `model.check_test_point` that caused the `test_point` argument to be ignored. (see [PR #4211](https://github.com/pymc-devs/pymc3/pull/4211#issuecomment-727142721))
- Refactored MvNormal.random method with better handling of sample, batch and event shapes. [#4207](https://github.com/pymc-devs/pymc3/pull/4207)
- The `InverseGamma` distribution now implements a `logcdf`. [#3944](https://github.com/pymc-devs/pymc3/pull/3944)
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2 changes: 1 addition & 1 deletion pymc3/__init__.py
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# limitations under the License.

# pylint: disable=wildcard-import
__version__ = "3.9.3"
__version__ = "3.10.0"

import logging
import multiprocessing as mp
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