All symbols in Meridian API Reference

Primary symbols

• meridian
• meridian.analysis
• meridian.analysis.analyzer
• meridian.analysis.analyzer.Analyzer
• meridian.analysis.analyzer.DataTensors
• meridian.analysis.analyzer.DataTensors.Spec
• meridian.analysis.analyzer.DistributionTensors
• meridian.analysis.analyzer.DistributionTensors.Spec
• meridian.analysis.analyzer.get_central_tendency_and_ci
• meridian.analysis.formatter
• meridian.analysis.formatter.CardSpec
• meridian.analysis.formatter.ChartSpec
• meridian.analysis.formatter.StatsSpec
• meridian.analysis.formatter.TableSpec
• meridian.analysis.formatter.create_card_html
• meridian.analysis.formatter.create_template_env
• meridian.analysis.optimizer
• meridian.analysis.optimizer.BudgetOptimizer
• meridian.analysis.optimizer.FixedBudgetScenario
• meridian.analysis.optimizer.FlexibleBudgetScenario
• meridian.analysis.optimizer.OptimizationGrid
• meridian.analysis.optimizer.OptimizationResults
• meridian.analysis.optimizer.get_optimization_bounds
• meridian.analysis.optimizer.get_round_factor
• meridian.analysis.review
• meridian.analysis.review.checks
• meridian.analysis.review.checks.BaseCheck
• meridian.analysis.review.checks.BaselineCheck
• meridian.analysis.review.checks.BayesianPPPCheck
• meridian.analysis.review.checks.ConvergenceCheck
• meridian.analysis.review.checks.GoodnessOfFitCheck
• meridian.analysis.review.checks.MutableMapping
• meridian.analysis.review.checks.PriorPosteriorShiftCheck
• meridian.analysis.review.checks.ROIConsistencyCheck
• meridian.analysis.review.checks.Sequence
• meridian.analysis.review.configs
• meridian.analysis.review.configs.BaseConfig
• meridian.analysis.review.configs.BaselineConfig
• meridian.analysis.review.configs.BayesianPPPConfig
• meridian.analysis.review.configs.ConvergenceConfig
• meridian.analysis.review.configs.GoodnessOfFitConfig
• meridian.analysis.review.configs.PriorPosteriorShiftConfig
• meridian.analysis.review.configs.ROIConsistencyConfig
• meridian.analysis.review.results
• meridian.analysis.review.results.BaseCase
• meridian.analysis.review.results.BaseResultData
• meridian.analysis.review.results.BaselineCases
• meridian.analysis.review.results.BaselineCheckResult
• meridian.analysis.review.results.BayesianPPPCases
• meridian.analysis.review.results.BayesianPPPCheckResult
• meridian.analysis.review.results.ChannelResult
• meridian.analysis.review.results.CheckResult
• meridian.analysis.review.results.ConvergenceCases
• meridian.analysis.review.results.ConvergenceCheckResult
• meridian.analysis.review.results.GoodnessOfFitCases
• meridian.analysis.review.results.GoodnessOfFitCheckResult
• meridian.analysis.review.results.GoodnessOfFitMetrics
• meridian.analysis.review.results.Mapping
• meridian.analysis.review.results.ModelCheckCase
• meridian.analysis.review.results.PriorPosteriorShiftAggregateCases
• meridian.analysis.review.results.PriorPosteriorShiftChannelCases
• meridian.analysis.review.results.PriorPosteriorShiftChannelResult
• meridian.analysis.review.results.PriorPosteriorShiftCheckResult
• meridian.analysis.review.results.ROIConsistencyAggregateCases
• meridian.analysis.review.results.ROIConsistencyChannelCases
• meridian.analysis.review.results.ROIConsistencyChannelResult
• meridian.analysis.review.results.ROIConsistencyCheckResult
• meridian.analysis.review.results.ReviewSummary
• meridian.analysis.review.results.Status
• meridian.analysis.review.reviewer
• meridian.analysis.review.reviewer.CheckType
• meridian.analysis.review.reviewer.ChecksBattery
• meridian.analysis.review.reviewer.ConfigInstance
• meridian.analysis.review.reviewer.ModelReviewer
• meridian.analysis.review.reviewer.MutableMapping
• meridian.analysis.summarizer
• meridian.analysis.summarizer.Summarizer
• meridian.analysis.visualizer
• meridian.analysis.visualizer.MediaEffects
• meridian.analysis.visualizer.MediaSummary
• meridian.analysis.visualizer.ModelDiagnostics
• meridian.analysis.visualizer.ModelFit
• meridian.analysis.visualizer.ReachAndFrequency
• meridian.backend
• meridian.backend.ExtensionType
• meridian.backend.RNGHandler
• meridian.backend.Tensor
• meridian.backend.TensorShape
• meridian.backend.absolute
• meridian.backend.adstock_process
• meridian.backend.allclose
• meridian.backend.arange
• meridian.backend.argmax
• meridian.backend.boolean_mask
• meridian.backend.broadcast_dynamic_shape
• meridian.backend.broadcast_to
• meridian.backend.cast
• meridian.backend.computation_backend
• meridian.backend.concatenate
• meridian.backend.config
• meridian.backend.config.Backend
• meridian.backend.config.ComputationBackend
• meridian.backend.config.get_backend
• meridian.backend.config.set_backend
• meridian.backend.cumsum
• meridian.backend.divide
• meridian.backend.divide_no_nan
• meridian.backend.einsum
• meridian.backend.enable_op_determinism
• meridian.backend.equal
• meridian.backend.exp
• meridian.backend.expand_dims
• meridian.backend.fill
• meridian.backend.function
• meridian.backend.gather
• meridian.backend.get_indices_where
• meridian.backend.get_seed_data
• meridian.backend.is_nan
• meridian.backend.log
• meridian.backend.make_ndarray
• meridian.backend.make_tensor_proto
• meridian.backend.nanmean
• meridian.backend.nanmedian
• meridian.backend.nansum
• meridian.backend.nanvar
• meridian.backend.numpy_function
• meridian.backend.one_hot
• meridian.backend.ones
• meridian.backend.ones_like
• meridian.backend.rank
• meridian.backend.reduce_any
• meridian.backend.reduce_max
• meridian.backend.reduce_mean
• meridian.backend.reduce_min
• meridian.backend.reduce_std
• meridian.backend.reduce_sum
• meridian.backend.repeat
• meridian.backend.reshape
• meridian.backend.result_type
• meridian.backend.roll
• meridian.backend.set_random_seed
• meridian.backend.split
• meridian.backend.squeeze
• meridian.backend.stabilize_rf_roi_grid
• meridian.backend.stack
• meridian.backend.standardize_dtype
• meridian.backend.tile
• meridian.backend.to_tensor
• meridian.backend.transpose
• meridian.backend.unique_with_counts
• meridian.backend.where
• meridian.backend.xla_windowed_adaptive_nuts
• meridian.backend.zeros
• meridian.backend.zeros_like
• meridian.data
• meridian.data.arg_builder
• meridian.data.arg_builder.OrderedListArgumentBuilder
• meridian.data.data_frame_input_data_builder
• meridian.data.data_frame_input_data_builder.DataFrameInputDataBuilder
• meridian.data.input_data
• meridian.data.input_data.InputData
• meridian.data.input_data_builder
• meridian.data.input_data_builder.InputDataBuilder
• meridian.data.load
• meridian.data.load.CoordToColumns
• meridian.data.load.CsvDataLoader
• meridian.data.load.DataFrameDataLoader
• meridian.data.load.InputDataLoader
• meridian.data.load.XrDatasetDataLoader
• meridian.data.nd_array_input_data_builder
• meridian.data.nd_array_input_data_builder.NDArrayInputDataBuilder
• meridian.data.time_coordinates
• meridian.data.time_coordinates.DateInterval
• meridian.data.time_coordinates.TimeCoordinates
• meridian.data.time_coordinates.normalize_date
• meridian.data.time_coordinates.normalize_date_interval
• meridian.mlflow
• meridian.mlflow.autolog
• meridian.mlflow.autolog.autolog
• meridian.model
• meridian.model.adstock_hill
• meridian.model.adstock_hill.AdstockDecaySpec
• meridian.model.adstock_hill.AdstockHillTransformer
• meridian.model.adstock_hill.AdstockTransformer
• meridian.model.adstock_hill.HillTransformer
• meridian.model.adstock_hill.compute_decay_weights
• meridian.model.adstock_hill.transform_non_negative_reals_distribution
• meridian.model.context
• meridian.model.context.ModelContext
• meridian.model.eda
• meridian.model.eda.eda_engine
• meridian.model.eda.eda_engine.EDAEngine
• meridian.model.eda.eda_engine.GeoLevelCheckOnNationalModelError
• meridian.model.eda.eda_outcome
• meridian.model.eda.eda_outcome.AnalysisArtifact
• meridian.model.eda.eda_outcome.AnalysisLevel
• meridian.model.eda.eda_outcome.CostPerMediaUnitArtifact
• meridian.model.eda.eda_outcome.CriticalCheckEDAOutcomes
• meridian.model.eda.eda_outcome.EDACheckType
• meridian.model.eda.eda_outcome.EDAFinding
• meridian.model.eda.eda_outcome.EDAOutcome
• meridian.model.eda.eda_outcome.EDASeverity
• meridian.model.eda.eda_outcome.FindingCause
• meridian.model.eda.eda_outcome.KpiInvariabilityArtifact
• meridian.model.eda.eda_outcome.PairwiseCorrArtifact
• meridian.model.eda.eda_outcome.PopulationCorrelationArtifact
• meridian.model.eda.eda_outcome.PriorProbabilityArtifact
• meridian.model.eda.eda_outcome.StandardDeviationArtifact
• meridian.model.eda.eda_outcome.VIFArtifact
• meridian.model.eda.eda_outcome.VariableGeoTimeCollinearityArtifact
• meridian.model.eda.eda_spec
• meridian.model.eda.eda_spec.AggregationConfig
• meridian.model.eda.eda_spec.EDASpec
• meridian.model.eda.eda_spec.VIFSpec
• meridian.model.equations
• meridian.model.equations.ModelEquations
• meridian.model.knots
• meridian.model.knots.KnotInfo
• meridian.model.knots.get_knot_info
• meridian.model.knots.l1_distance_weights
• meridian.model.media
• meridian.model.media.MediaTensors
• meridian.model.media.OrganicMediaTensors
• meridian.model.media.OrganicRfTensors
• meridian.model.media.RfTensors
• meridian.model.media.build_media_tensors
• meridian.model.media.build_organic_media_tensors
• meridian.model.media.build_organic_rf_tensors
• meridian.model.media.build_rf_tensors
• meridian.model.model
• meridian.model.model.MCMCOOMError
• meridian.model.model.MCMCSamplingError
• meridian.model.model.Meridian
• meridian.model.model.ModelFittingError
• meridian.model.model.NotFittedModelError
• meridian.model.model.load_mmm
• meridian.model.model.save_mmm
• meridian.model.posterior_sampler
• meridian.model.posterior_sampler.MCMCOOMError
• meridian.model.posterior_sampler.MCMCSamplingError
• meridian.model.posterior_sampler.PosteriorMCMCSampler
• meridian.model.prior_distribution
• meridian.model.prior_distribution.IndependentMultivariateDistribution
• meridian.model.prior_distribution.PriorDistribution
• meridian.model.prior_distribution.distributions_are_equal
• meridian.model.prior_distribution.lognormal_dist_from_mean_std
• meridian.model.prior_distribution.lognormal_dist_from_range
• meridian.model.prior_sampler
• meridian.model.prior_sampler.PriorDistributionSampler
• meridian.model.spec
• meridian.model.spec.ModelSpec
• meridian.model.transformers
• meridian.model.transformers.CenteringAndScalingTransformer
• meridian.model.transformers.KpiTransformer
• meridian.model.transformers.MediaTransformer
• meridian.model.transformers.TensorTransformer
• meridian.schema
• meridian.schema.mmm_proto_generator
• meridian.schema.mmm_proto_generator.create_mmm_proto
• meridian.schema.model_consumer
• meridian.schema.model_consumer.ModelConsumer
• meridian.schema.processors
• meridian.schema.processors.budget_optimization_processor
• meridian.schema.processors.budget_optimization_processor.BudgetOptimizationProcessor
• meridian.schema.processors.budget_optimization_processor.BudgetOptimizationSpec
• meridian.schema.processors.budget_optimization_processor.ChannelConstraintAbs
• meridian.schema.processors.budget_optimization_processor.ChannelConstraintRel
• meridian.schema.processors.common
• meridian.schema.processors.common.KpiType
• meridian.schema.processors.common.TargetMetric
• meridian.schema.processors.common.to_estimate
• meridian.schema.processors.marketing_processor
• meridian.schema.processors.marketing_processor.IncrementalOutcomeSpec
• meridian.schema.processors.marketing_processor.MarketingAnalysisSpec
• meridian.schema.processors.marketing_processor.MarketingProcessor
• meridian.schema.processors.marketing_processor.MediaSummarySpec
• meridian.schema.processors.marketing_processor.ResponseCurveSpec
• meridian.schema.processors.model_fit_processor
• meridian.schema.processors.model_fit_processor.ModelFitProcessor
• meridian.schema.processors.model_fit_processor.ModelFitSpec
• meridian.schema.processors.model_kernel_processor
• meridian.schema.processors.model_kernel_processor.ModelKernelProcessor
• meridian.schema.processors.model_processor
• meridian.schema.processors.model_processor.DatedSpec
• meridian.schema.processors.model_processor.DatedSpecResolver
• meridian.schema.processors.model_processor.ModelProcessor
• meridian.schema.processors.model_processor.OptimizationSpec
• meridian.schema.processors.model_processor.TrainedModel
• meridian.schema.processors.model_processor.ensure_trained_model
• meridian.schema.processors.reach_frequency_optimization_processor
• meridian.schema.processors.reach_frequency_optimization_processor.ReachFrequencyOptimizationProcessor
• meridian.schema.processors.reach_frequency_optimization_processor.ReachFrequencyOptimizationSpec
• meridian.schema.serde
• meridian.schema.serde.constants
• meridian.schema.serde.distribution
• meridian.schema.serde.distribution.DistributionSerde
• meridian.schema.serde.distribution.FunctionRegistry
• meridian.schema.serde.distribution.MeridianPriorDistributions
• meridian.schema.serde.distribution.MeridianPriorDistributions.FunctionRegistryEntry
• meridian.schema.serde.eda_spec
• meridian.schema.serde.eda_spec.EDASpecSerde
• meridian.schema.serde.eda_spec.FunctionRegistry
• meridian.schema.serde.hyperparameters
• meridian.schema.serde.hyperparameters.HyperparametersSerde
• meridian.schema.serde.inference_data
• meridian.schema.serde.inference_data.InferenceDataSerde
• meridian.schema.serde.meridian_serde
• meridian.schema.serde.meridian_serde.FunctionRegistry
• meridian.schema.serde.meridian_serde.MeridianSerde
• meridian.schema.serde.meridian_serde.load_meridian
• meridian.schema.serde.meridian_serde.save_meridian
• meridian.schema.serde.serde
• meridian.schema.serde.serde.Serde
• meridian.schema.utils
• meridian.schema.utils.date_range_bucketing
• meridian.schema.utils.date_range_bucketing.DateRangeBucketer
• meridian.schema.utils.date_range_bucketing.MonthlyDateRangeGenerator
• meridian.schema.utils.date_range_bucketing.QuarterlyDateRangeGenerator
• meridian.schema.utils.date_range_bucketing.YearlyDateRangeGenerator
• meridian.schema.utils.proto_enum_converter
• meridian.schema.utils.proto_enum_converter.ProtoEnumConverter
• meridian.schema.utils.time_record
• meridian.schema.utils.time_record.convert_times_to_date_intervals
• meridian.schema.utils.time_record.create_date_interval_pb
• meridian.schema.utils.time_record.dates_from_date_interval_proto