Code

Time varying intercept#628

Code

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juanitorduz merged 53 commits intomainpymc-labs/pymc-marketing:mainfrom time-varying-interceptpymc-labs/pymc-marketing:time-varying-interceptCopy head branch name to clipboardMay 1, 2024

+2,640-30

Commits

Commits on Mar 19, 2024

• Add time-varying prior functionality to DelayedSaturatedMMM

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• resolve wd's comments

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• Merge branch 'main' into time-varying-prior

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Commits on Apr 4, 2024

• Merge branch 'main' of github.com:pymc-labs/pymc-marketing into time-varying-prior

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Commits on Apr 15, 2024

• resolve failing pre-commits

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• merge previous PR into this

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• add tvp_kwargs to model_config

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• fix typo

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Commits on Apr 16, 2024

• replace softplus

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• resolve minor review comments

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• Merge branch 'main' of github.com:pymc-labs/pymc-marketing into time-varying-intercept

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Commits on Apr 17, 2024

• Add option to supply ax to plot_posterior_predictive

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• bugfix: time_index was not set correctly for OOS

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• Clean up example notebook

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• Make utility function transform_1d_array

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• 'tvp_kwargs' -> 'intercept_tvp_kwargs'

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Commits on Apr 18, 2024

• move infer_time_index into utils

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• add tests for new utils

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• small fixes (found in tests)

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• add tests to cover all added cases

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• pull from main

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• fix ruff check

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Commits on Apr 19, 2024

• update typehints

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• resolve review comments

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• refactor model logic for tv intercept

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• address review comment for util test

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• .

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• fix documentation link

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• change variable name

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• fix hsgp_dims

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• update time_varying_prior to be centered on 1

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Commits on Apr 23, 2024

• review fixes

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Commits on Apr 24, 2024

• fix broken test

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• add final tests

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• Merge branch 'main' of github.com:pymc-labs/pymc-marketing into time-varying-intercept

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• Merge branch 'main' into time-varying-intercept

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• fix coverage issues

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• Merge branch 'time-varying-intercept' of github.com:pymc-labs/pymc-marketing into time-varying-intercept

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Commits on Apr 25, 2024

• Update tests/mmm/test_tvp.py

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• Update pymc_marketing/mmm/tvp.py

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Commits on Apr 29, 2024

• Update tests/mmm/test_tvp.py

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• Update tests/mmm/test_tvp.py

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• significant improvements to notebook

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• Merge branch 'time-varying-intercept' of github.com:pymc-labs/pymc-marketing into time-varying-intercept

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• fix heading

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• Merge branch 'main' into time-varying-intercept

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Commits on Apr 30, 2024

• update notebook to make it EVEN better

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• Merge branch 'time-varying-intercept' of github.com:pymc-labs/pymc-marketing into time-varying-intercept

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• update legend, add watermark

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• fix intro

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Commits on May 1, 2024

• fix broken test

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• copy sweep with grammarly

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• Merge branch 'main' into time-varying-intercept

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