Code

PoC: Use Pydantic as data validator#809

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juanitorduz merged 55 commits intomainpymc-labs/pymc-marketing:mainfrom pydantic1pymc-labs/pymc-marketing:pydantic1Copy head branch name to clipboardJul 9, 2024

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Commits

Commits on Jul 4, 2024

• prior with pydantic

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• dependencies

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• validate adstock

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• make mypy happy

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• add validation sample curve

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Commits on Jul 5, 2024

• Merge branch 'main' into pydantic1

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• Merge branch 'main' into pydantic1

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• make the prior type tighter

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• add test type

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• add validation init mmm

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• mmm

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• start with Fourier

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• fix type

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• fix test and imprtove docstrings

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• docstrings

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• types

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• self type

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• init validator

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• types model builder

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• improve docstrings

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• more input validations mmm init

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• validation budget optimizer

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• fix dummy example types

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Commits on Jul 6, 2024

• hsgp kwargs class

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• add kwargs

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• undo type hint in dict

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• fix fourier names

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• better docs

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• fix tests

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• add type hint

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• undo

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• fix type error

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• feedback2

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• restrict signature

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• serialize fourier

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• docs and tests

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• fix docs

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Commits on Jul 8, 2024

• Merge branch 'main' into pydantic1

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• Merge branch 'main' into pydantic1

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• work on parsing

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• add hsgp to parsing config

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• add tests

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• uncomment

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• undo changes

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• undo model config parser

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• Merge branch 'main' into pydantic1

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• handle hsgp_kwargs

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• add hsgp flag

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• docs

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• undo type hint

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• improve hints

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• add more sections to docs

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Commits on Jul 9, 2024

• Update pymc_marketing/mmm/tvp.py

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• feedback 4

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• fix test

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