├── .github ├── .copilot-instructions.md ├── copilot-instructions.md ├── dependabot.yml ├── release-drafter.yml ├── release.yml └── workflows │ ├── ci.yaml │ ├── docs.yml │ └── release.yml ├── .gitignore ├── .pre-commit-config.yaml ├── LICENSE ├── Pipfile ├── README.md ├── codecov.yml ├── docs ├── .gitignore ├── CNAME ├── _brand.yml ├── _quarto.yml ├── development.qmd ├── howto │ ├── beta_percentage_forecast.qmd │ ├── composite_effects.qmd │ ├── custom_effects.qmd │ ├── custom_trend.qmd │ ├── effect_api_intro.qmd │ └── index.qmd ├── index.qmd ├── mmm │ ├── _sidebar.yml │ ├── adstock.qmd │ ├── budget_allocation.qmd │ ├── fitting_and_calibration.qmd │ ├── getting_familiar.qmd │ ├── index.qmd │ ├── mediators_and_frontdoor.qmd │ ├── proxy_variables.qmd │ └── saturation_and_adstock.qmd ├── objects.json ├── prompts │ └── custom_effects.qmd ├── reference │ ├── BetaTargetLikelihood.qmd │ ├── BudgetOptimizer.qmd │ ├── ChainedEffects.qmd │ ├── ExactLikelihood.qmd │ ├── FlatTrend.qmd │ ├── GammaTargetLikelihood.qmd │ ├── GeometricAdstockEffect.qmd │ ├── HierarchicalProphet.qmd │ ├── HillEffect.qmd │ ├── LiftExperimentLikelihood.qmd │ ├── LinearEffect.qmd │ ├── LinearFourierSeasonality.qmd │ ├── LogEffect.qmd │ ├── MaximizeKPI.qmd │ ├── MaximizeROI.qmd │ ├── MichaelisMentenEffect.qmd │ ├── MinimizeBudget.qmd │ ├── MinimumTargetResponse.qmd │ ├── MultivariateNormal.qmd │ ├── NegativeBinomialTargetLikelihood.qmd │ ├── NormalTargetLikelihood.qmd │ ├── PiecewiseLinearTrend.qmd │ ├── PiecewiseLogisticTrend.qmd │ ├── Prophetverse.qmd │ ├── SharedBudgetConstraint.qmd │ ├── TotalBudgetConstraint.qmd │ ├── WeibullAdstockEffect.qmd │ ├── _sidebar.yml │ ├── _styles-quartodoc.css │ ├── budget_optimization.BudgetOptimizer.qmd │ └── index.qmd ├── static │ ├── avatar-removebg.png │ ├── avatar.webp │ ├── favicon.ico │ ├── logo-removebg.png │ ├── logotext-removebg.png │ ├── mmm.png │ ├── prophetverse-logo.png │ └── prophetverse-universe.png ├── styles.css ├── the-theory.qmd └── tutorials │ ├── count_data.qmd │ ├── hierarchical.qmd │ ├── index.qmd │ ├── tuning.qmd │ └── univariate.qmd ├── extension_templates └── effect.py ├── mkdocs.yml ├── pyproject.toml ├── src └── prophetverse │ ├── __init__.py │ ├── _model.py │ ├── budget_optimization │ ├── __init__.py │ ├── base.py │ ├── constraints.py │ ├── objectives.py │ ├── optimizer.py │ └── parametrization_transformations.py │ ├── datasets │ ├── __init__.py │ ├── _mmm │ │ ├── dataset1.py │ │ ├── dataset1_panel.py │ │ ├── dataset1_panel_posterior_samples.json │ │ ├── dataset1_posterior_samples.json │ │ ├── dataset2_branding.py │ │ └── dataset2_branding_posterior_samples.json │ ├── loaders.py │ ├── raw │ │ ├── tensorflow_tensorflow-stars-history.csv │ │ └── tourism.csv │ └── synthetic │ │ ├── __init__.py │ │ ├── _composite_effect_example.py │ │ └── _squared_exogenous.py │ ├── distributions │ ├── __init__.py │ ├── _inverse_functions.py │ ├── hurdle_distribution.py │ ├── reparametrization.py │ └── truncated_discrete.py │ ├── effects │ ├── __init__.py │ ├── adstock.py │ ├── base.py │ ├── chain.py │ ├── constant.py │ ├── coupled.py │ ├── exact_likelihood.py │ ├── forward.py │ ├── fourier.py │ ├── hill.py │ ├── identity.py │ ├── ignore_input.py │ ├── lift_likelihood.py │ ├── linear.py │ ├── log.py │ ├── michaelis_menten.py │ ├── operations.py │ ├── proxy_likelihood.py │ ├── target │ │ ├── __init__.py │ │ ├── base.py │ │ ├── hurdle.py │ │ ├── multivariate.py │ │ └── univariate.py │ └── trend │ │ ├── __init__.py │ │ ├── base.py │ │ ├── flat.py │ │ └── piecewise.py │ ├── engine │ ├── __init__.py │ ├── base.py │ ├── map.py │ ├── mcmc.py │ ├── optimizer │ │ ├── __init__.py │ │ ├── _lbfgs.py │ │ └── optimizer.py │ ├── prior.py │ ├── utils.py │ └── vi.py │ ├── exc.py │ ├── experimental │ ├── __init__.py │ └── simulate.py │ ├── logger.py │ ├── sktime │ ├── __init__.py │ ├── _expand_column_per_level.py │ ├── base.py │ ├── event_dummies.py │ ├── multivariate.py │ └── univariate.py │ └── utils │ ├── __init__.py │ ├── algebric_operations.py │ ├── deprecation.py │ ├── frame_to_array.py │ ├── multiindex.py │ ├── numpyro.py │ ├── plotting.py │ └── regex.py └── tests ├── __init__.py ├── budget_optimization ├── test_constraints.py ├── test_objectives.py ├── test_parametrization_transformations.py └── test_prophetverse_optimizer.py ├── conftest.py ├── datasets └── test_loaders.py ├── distributions ├── __init__.py ├── test_beta.py ├── test_gamma.py └── test_hurdle.py ├── effects ├── __init__.py ├── test_adstock.py ├── test_all_effects.py ├── test_all_target_likelihoods.py ├── test_base.py ├── test_beta_likelihood.py ├── test_bypass.py ├── test_chain.py ├── test_exact_likelihood.py ├── test_fourier.py ├── test_hill.py ├── test_hurdle_split_effects.py ├── test_latent_effect.py ├── test_lift_test_likelihood.py ├── test_linear.py ├── test_log.py └── test_michaelis_menten.py ├── engine ├── test_all_inference_engines.py ├── test_all_optimizers.py ├── test_map.py ├── test_utils.py └── test_vi.py ├── experimental 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