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Prepare 3.11.2 release
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michaelosthege committed Mar 14, 2021
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8 changes: 4 additions & 4 deletions RELEASE-NOTES.md
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# Release Notes

## PyMC3 3.11.2 (TBD)
### Breaking Changes
+ ...
## PyMC3 3.11.2 (14 March 2021)

### New Features
+ `pm.math.cartesian` can now handle inputs that are themselves >1D (see [#4482](https://github.com/pymc-devs/pymc3/pull/4482)).
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+ `pm.pairplot``pm.plot_pair`

### Maintenance
- ⚠ Our memoization mechanism wasn't robust against hash collisions (#4506), sometimes resulting in incorrect values in, for example, posterior predictives. The `pymc3.memoize` module was removed and replaced with `cachetools`. The `hashable` function and `WithMemoization` class were moved to `pymc3.util` (see #4525).
- ⚠ Our memoization mechanism wasn't robust against hash collisions ([#4506](https://github.com/pymc-devs/pymc3/issues/4506)), sometimes resulting in incorrect values in, for example, posterior predictives. The `pymc3.memoize` module was removed and replaced with `cachetools`. The `hashable` function and `WithMemoization` class were moved to `pymc3.util` (see [#4525](https://github.com/pymc-devs/pymc3/pull/4525)).
- `pm.make_shared_replacements` now retains broadcasting information which fixes issues with Metropolis samplers (see [#4492](https://github.com/pymc-devs/pymc3/pull/4492)).

**Release manager** for 3.11.2: Michael Osthege ([@michaelosthege](https://github.com/michaelosthege))

## PyMC3 3.11.1 (12 February 2021)

### New Features
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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__ = "3.11.1"
__version__ = "3.11.2"

import logging
import multiprocessing as mp
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