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Bug fixes for statespace#326

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ricardoV94 merged 9 commits intopymc-devs:mainpymc-devs/pymc-extras:mainfrom

jessegrabowski:bug-fixesjessegrabowski/pymc-extras:bug-fixesCopy head branch name to clipboard

Apr 16, 2024

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Commits on Apr 16, 2024

• Scalar parameters in `StructuralComponent`s are always expected to be scalar values, rather than 1d arrays

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• Remove shape and dim from `MeasurementError` sigma (it's a scalar)

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• Update structural example notebook

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• `_insert_random_variables` infers shape from coordinates

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• Add checks against `time` coordinate if it was set by user before calling `build_statespace_graph`

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• Add option to `TimeSeasonality` to keep all states

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• `MeasurementError` `sigma_irregular` no longer expects a named dim in tests

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• Change order of cycle states to Cos then Sin

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• Update test to match new state order in `CycleComponent`

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