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Add BetaGeoBetaBinomModel#922

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Commits on Apr 2, 2024

• MMM Lift test calibration (#590)

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Commits on Apr 5, 2024

• Drop python 3.9 support (#615)

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• add lift tests check

  

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• Add more content to the Gamma-Gamma Notebook (#573)

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• Add more content to the BG/NBD Notebook (#571)

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• Improve MMM Docs (#612)

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Commits on Apr 8, 2024

• Fix clv plotting bugs and edits to Quickstart (#601)

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Commits on Apr 11, 2024

• improve coords matching (#623)

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• python 3.12 attempt (#618)

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• closes #520 (#621) dataset -> data

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Commits on Apr 12, 2024

• mmm example notebook small fixes (#626)

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• Remove ruff E501 ignore (#619)

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Commits on Apr 16, 2024

• Update pypi.yml (dash change) (#633)

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• UP rule ruff (#635)

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Commits on Apr 18, 2024

• Add Flake8-BugBear and Bandit (Security!) (#637)

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Commits on Apr 19, 2024

• Update version.txt (#640)

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Commits on Apr 23, 2024

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• Fix build badge (#645)

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Commits on Apr 25, 2024

• Add downloads stats to README

  

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• Pareto/NBD Example Notebook (#646)

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Commits on Apr 27, 2024

• add spaces, increase indentation, and fix number order to Pareto notebook (#651)

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• Add link to new Pareto notebook (#649)

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Commits on Apr 28, 2024

• Plot Waterfall Components Decomposition (#631)

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Commits on Apr 29, 2024

• Update resources.md (#652)

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• fix ylabel (#654)

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Commits on Apr 30, 2024

• Lift test fixes (#656)

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• Add quickstart to readme (#653)

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Commits on May 1, 2024

• Add contributors to README (#659)

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• Time varying intercept (#628)

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• Update README.md (#660)

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Commits on May 2, 2024

• Add tv intrecept to readme (#661)

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• fix title level (#663)

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• Remove unnecessary NonImplemented errors from abstract methods (#662)

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• Pass conv mode to adstock functions (#665)

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Commits on May 3, 2024

• [Try] Fix compressed images in docs. (#667)

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Commits on May 5, 2024

• Update pyproject.toml (#671)

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• add license (#673)

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Commits on May 6, 2024

• use grep and sed in the env line (#675)

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Commits on May 8, 2024

• add sample_kwargs (#676)

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• MMM NB Improvements (waterfall & error plots) (#664)

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• Update version.txt (#677)

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Commits on May 13, 2024

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Commits on May 21, 2024

• v0 Streamlit MMM Explainer App (#614)

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Commits on May 22, 2024

• Correct BetaGeo docstring example (#693)

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Commits on May 27, 2024

• Add BetaGeoBetaBinom Distribution Block (#431)

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Commits on May 28, 2024

• Fix related to column renaming after aggregating test frequency (#698)

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• RFM Segmentation (#680)

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Commits on Jun 2, 2024

• create bgbb_donations.csv (#710)

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Commits on Jun 3, 2024

• closes #678 (#716)

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• use URL for README image (#715)

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• closes #264 (#714)

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Commits on Jun 9, 2024

• Update BetaGeoModel API (#709)

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Commits on Jun 10, 2024

• User-defined media transformations and custom ordering (#632)

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• CLV Plotting API (#728)

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Commits on Jun 11, 2024

• Fix some ParetoNBDModel docstring typos (#731)

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Commits on Jun 12, 2024

• pass kwargs to minimizer (#737)

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• Minor improvements [MMM] (#735)

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• Set upper bound pymc 5.16 (#725)

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• Media transformation sampling & plotting methods (#734)

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• improve tests mmm utils (#738)

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• model.fit doesn't remove prior samples (#741)

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Commits on Jun 13, 2024

• Hierarchical Model Configuration (#743)

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Commits on Jun 17, 2024

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Commits on Jun 18, 2024

• MMM Component Notebook (#748)

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• start addressing sphinx warnings and rendering issues (#750)

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Commits on Jun 21, 2024

• Allowing Hierarchical Non Centered Parametrization (#747)

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• fix np typing (#763)

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• add it back (#764)

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• remove noqa from plots (#761)

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Commits on Jun 22, 2024

• Creating Time Base component for Media Contribution (#752)

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Commits on Jun 23, 2024

• Run Ruff Notebooks (#773)

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Commits on Jun 25, 2024

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Commits on Jun 27, 2024

• GammaGammaModel API Improvements (#758)

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Commits on Jun 28, 2024

• Deepcopy of posterior to allow second fit call (#790)

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• Add prior predictive example notebook (#787)

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• CLV Modeling Domains and Docstrings (#785)

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• fix nb (#793)

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• Run example notebooks CI (#791)

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Commits on Jun 30, 2024

• docs: Update model_builder.py to resolve warning in documentation build (#797)

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Commits on Jul 1, 2024

• Time Varying Media Contribution Notebook (#778)

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• prepare release (#799)

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Commits on Jul 5, 2024

• Pull out seasonality as YearlyFourier and MonthlyFourier (#802)

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• Separate Weibull adstock into CDF & PDF (#810)

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• Add typing and package classifiers (#811)

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• add imports to mmm module (#812)

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Commits on Jul 8, 2024

• Save & load support for time varying parameters (#815)

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• migrate to Data and non-mutable coords (#816)

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Commits on Jul 9, 2024

• PoC: Use Pydantic as data validator (#809)

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Commits on Jul 10, 2024

• Date Validation and MMM Model Hamonization (Pydantic) (#824)

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Commits on Jul 11, 2024

• Remove warnings during tests (#823)

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• Future-proof prior_linearized method call (#806)

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Commits on Jul 18, 2024

• Create inverse_scaled_logistic_saturation and the corresponding class (#827)

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Commits on Jul 19, 2024

• fix (#842)

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• use labs theme as external (#830)

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Commits on Jul 22, 2024

• specify 0.9.0 as deprecation version (#849)

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• add intercept and target variable to example (#850)

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• dev notebook

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• Various MMM small documentation fixes (#854)

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Commits on Jul 23, 2024

• Update UML diagrams (#856)

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• Merge branch 'pymc-labs:main' into bgbb_model

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• Fixing ruff commands in Makefile #825 (#859)

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Commits on Jul 24, 2024

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• Fix model_builder docstrings (#861)

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• add GH discussions link to README (#866)

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• beta_geo_beta_binom.py

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Commits on Jul 25, 2024

• Skip coords with scalar value (#868)

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• Fix Visual for hill_saturation function (Issue #851 ) (#857)

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• Allow plot MMM components in the original scale (#870)

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• Inference changed to dataset (#873)

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• Add root saturation function (issue #702) (#858)

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Commits on Jul 26, 2024

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Commits on Jul 27, 2024

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Commits on Jul 28, 2024

• Check for missing attrs after sample_prior_predictive and fit (#867)

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• notebook mcmc testing

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Commits on Jul 29, 2024

• json.loads with python types bug (#881)

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• Fix default ConvMode in docstring (#864)

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Commits on Jul 30, 2024

• Save off media transformations (#882)

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• Update deployment docs (#887)

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• Automate UML creation (#886)

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• prepare release (#888)

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Commits on Jul 31, 2024

• Update README.md (#893)

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Commits on Aug 2, 2024

• Add url health job from streamlit app (#902)

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• small improvements model config nb (#906)

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• Add link model deployment to example notebook (#904)

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• Add pymc-marketing version to some MMM notebooks (#907)

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Commits on Aug 5, 2024

• Move adstock and saturation method imports to mmm.__all__ (#908)

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• chore(Makefile): Adding a self-documenting command and light command documentation (#910)

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• Merge branch 'pymc-labs:main' into bgbb_model

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• Fix uml permissions (#913)

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Commits on Aug 6, 2024

• [pre-commit.ci] pre-commit autoupdate (#914)

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• hierarchical default priors

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Commits on Aug 7, 2024

• Don't run tests for non-code changes (#898)

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Commits on Aug 9, 2024

• model config and test_expected_purchases_new_customer

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• model config and test_expected_purchases_new_customer

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Commits on Aug 11, 2024

• test_model and test_model_repr

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• Merge branch 'pymc-labs:main' into bgbb_model

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• WIP distribution_new_customers

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• test running budget allocator nb (#919)

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Commits on Aug 12, 2024

• make hill pass through the origin (#920)

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• Add MMM ROAS Priors Case Study (#916)

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• typo (#923)

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• [pre-commit.ci] pre-commit autoupdate (#926)

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• Original hill function definition (#925)

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Commits on Aug 13, 2024

• Merge branch 'pymc-labs:main' into bgbb_model

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• default_model_config and test_model

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Commits on Aug 14, 2024

• MLflow autologging (#921)

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• Adding BLAS to the env generation.

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• Merge branch 'main' of https://github.com/pymc-labs/pymc-marketing

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Commits on Aug 17, 2024

• Solving optimizer issues & typos (#933)

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Commits on Aug 18, 2024

• Log number of posterior & tuning samples (#943)

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Commits on Aug 19, 2024

• point to GH discussions (#944)

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• [pre-commit.ci] pre-commit autoupdate (#946)

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Commits on Aug 22, 2024

• Fallback to defaults in adstock|saturation_from_dict (#955)

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• Add PyDocStyle Support (#951)

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• deprecate WeibullAdstock in favor of WeibullCDFAdstock and WeibullPDFAdstock (#957)

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• Raise informative error when including target in X (#962)

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• Ensure fit reproducibility (#963)

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• Enforce check_parameters for alpha in geometric_adstock (#960)

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Commits on Aug 24, 2024

• scaling should be done before hdi computation (#970)

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• Fix UML permissions from forks / Run only on merge to main (#967)

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• DelayedSaturatedMMM deprecations and moving files (#965)

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Commits on Aug 25, 2024

• Register and allow custom transform for Prior class (#972)

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Commits on Aug 26, 2024

• Update pypi.yml (#975)

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• [pre-commit.ci] pre-commit autoupdate (#977)

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• Added deprecation warning for method keyword (#974)

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Commits on Aug 28, 2024

• Improve and sync the README and landing page. (#978)

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Commits on Aug 29, 2024

• Time slice cross validation MMM Notebook (#971)

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• fix the wrong trigger (#983)

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• Media transformation class and different transformations based on subsets of channels (#968)

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Commits on Sep 1, 2024

• Changed pt=pt to pt_lib = None to avoid showing full module path in docs (#992)

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Commits on Sep 2, 2024

• Linear trend (#991)

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• [pre-commit.ci] pre-commit autoupdate (#994)

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Commits on Sep 3, 2024

• always push to main (#993)

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• Vectorize _logp method of BetaGeoBetaBinomial model

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Commits on Sep 4, 2024

• Merge branch 'pymc-labs:main' into bgbb_model

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Commits on Sep 5, 2024

• fix test_distribution_new_customer

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