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Upgrade to Theano-PyMC 1.1.2
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RELEASE-NOTES.md

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+ Automatic imputations now also work with `ndarray` data, not just `pd.Series` or `pd.DataFrame` (see[#4439](https://github.com./pymc-devs/pymc3/pull/4439)).
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### Maintenance
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- We upgraded to `Theano-PyMC v1.1.2` which [includes bugfixes](https://github.com./pymc-devs/aesara/compare/rel-1.1.0...rel-1.1.2) for warning floods and compiledir locking (see [#4444](https://github.com./pymc-devs/pymc3/pull/4444))
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- `math.log1mexp_numpy` no longer raises RuntimeWarning when given very small inputs. These were commonly observed during NUTS sampling (see [#4428](https://github.com./pymc-devs/pymc3/pull/4428)).
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## PyMC3 3.11.0 (21 January 2021)

requirements.txt

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pandas>=0.24.0
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patsy>=0.5.1
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scipy>=1.2.0
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theano-pymc==1.1.0
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theano-pymc==1.1.2
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typing-extensions>=3.7.4

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