Code

MLflow autologging#921

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wd60622 merged 28 commits intomainpymc-labs/pymc-marketing:mainfrom mlflow-autologgingpymc-labs/pymc-marketing:mlflow-autologgingCopy head branch name to clipboardAug 14, 2024

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Commits

Commits on Aug 10, 2024

• add basic logging with pm.sample

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  a659829

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• ignore the mlruns from mlflow runs

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• add mlflow to the conda env

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Commits on Aug 11, 2024

• add version for testing

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• tuning as param instead of metrics

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• add to ignore

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• patch MMM.fit

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• some basic tests

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• no data or observed elements

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• change with seasonality

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Commits on Aug 12, 2024

• add sampler depends for test

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• pull out checks into functions

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• add docs and to docs

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• remove duplicate fit in docstring

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• Merge branch 'main' into mlflow-autologging

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• Merge branch 'main' into mlflow-autologging

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• add link to docs. remove earlier fit

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• install graphviz binaries

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• use a module fixure for setup and tear down

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• backwards compat support

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Commits on Aug 13, 2024

• Merge branch 'main' into mlflow-autologging

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• add no cov and change type

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• increase test coverage

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• log upon errors

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• test for local file support

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• add pymc_marketing version and warning for experimental functionality

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• test for marketig version

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Commits on Aug 14, 2024

• expose arviz summary kwargs

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