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Fix typos in backend documentation
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pymc3/backends/__init__.py

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@@ -100,8 +100,7 @@
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- point: Returns values for each variable at a single iteration. This is
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called if the backend is indexed with a single integer.
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- __len__: This should return the number of draws (for the highest chain
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number).
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- __len__: This should return the number of draws.
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When `pymc3.sample` finishes, it wraps all trace objects in a MultiTrace
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object that provides a consistent selection interface for all backends.

pymc3/backends/base.py

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@@ -212,7 +212,7 @@ def get_values(self, varname, burn=0, thin=1, combine=False, chains=None,
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If True, results from `chains` will be concatenated.
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chains : int or list of ints
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Chains to retrieve. If None, all chains are used. A single
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values can also accepted.
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chain value can also be given.
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squeeze : bool
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Return a single array element if the resulting list of
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values only has one element. If False, the result will

pymc3/backends/sqlite.py

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@@ -8,7 +8,7 @@
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recid (INT), draw (INT), chain (INT), v1 (FLOAT), v2 (FLOAT), v3 (FLOAT) ...
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The variable column names are extended to reflect addition dimensions.
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The variable column names are extended to reflect additional dimensions.
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For example, a variable with the shape (2, 2) would be stored as
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key (INT), draw (INT), chain (INT), v1_1 (FLOAT), v1_2 (FLOAT), v2_1 (FLOAT) ...

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