Cortex

Documentation for Cortex. Cortex is a simple, efficient and modular framework for running message passing algorithms on graphs, with a focus on message-passing based Bayesian inference. This is a successor to the ReactiveMP.jl package.

Where To Go Next?

• Signals - Read about core reactive programming concepts with the Signal type.
• Inference - Learn how Cortex uses the InferenceEngine to perform inference on a probabilistic model.

Index

• Cortex.InferenceSignalVariants
• Cortex.AbstractInferenceRequestProcessor
• Cortex.Connection
• Cortex.Factor
• Cortex.InferenceEngine
• Cortex.InferenceEngineTracer
• Cortex.InferenceEngineWarning
• Cortex.InferenceRequest
• Cortex.InferenceRequestScanner
• Cortex.InferenceSignal
• Cortex.InferenceSignalVariant
• Cortex.InferenceSignalVariants.IndividualMarginal
• Cortex.InferenceSignalVariants.JointMarginal
• Cortex.InferenceSignalVariants.MessageToFactor
• Cortex.InferenceSignalVariants.MessageToVariable
• Cortex.InferenceSignalVariants.ProductOfMessages
• Cortex.InferenceSignalVariants.Unspecified
• Cortex.Signal
• Cortex.SupportedModelEngine
• Cortex.TracedInferenceExecution
• Cortex.TracedInferenceRequest
• Cortex.TracedInferenceRound
• Cortex.UndefValue
• Cortex.UndefVariant
• Cortex.UnsupportedModelEngine
• Cortex.UnsupportedModelEngineError
• Cortex.Variable
• Cortex.add_dependency!
• Cortex.add_local_marginal_to_factor!
• Cortex.compute!
• Cortex.compute_individual_marginal!
• Cortex.compute_joint_marginal!
• Cortex.compute_message_to_factor!
• Cortex.compute_message_to_variable!
• Cortex.compute_product_of_messages!
• Cortex.compute_value!
• Cortex.create_inference_signal
• Cortex.get_connected_factor_ids
• Cortex.get_connected_factor_ids
• Cortex.get_connected_variable_ids
• Cortex.get_connected_variable_ids
• Cortex.get_connection
• Cortex.get_connection
• Cortex.get_connection_index
• Cortex.get_connection_label
• Cortex.get_connection_message_to_factor
• Cortex.get_connection_message_to_factor
• Cortex.get_connection_message_to_variable
• Cortex.get_connection_message_to_variable
• Cortex.get_dependencies
• Cortex.get_factor
• Cortex.get_factor
• Cortex.get_factor_functional_form
• Cortex.get_factor_ids
• Cortex.get_factor_ids
• Cortex.get_factor_local_marginals
• Cortex.get_listeners
• Cortex.get_model_engine
• Cortex.get_value
• Cortex.get_variable
• Cortex.get_variable
• Cortex.get_variable_ids
• Cortex.get_variable_ids
• Cortex.get_variable_index
• Cortex.get_variable_linked_signals
• Cortex.get_variable_marginal
• Cortex.get_variable_name
• Cortex.get_variant
• Cortex.is_computed
• Cortex.is_engine_supported
• Cortex.is_pending
• Cortex.isa_variant
• Cortex.link_signal_to_variable!
• Cortex.process!
• Cortex.process_dependencies!
• Cortex.process_inference_request
• Cortex.request_inference_for
• Cortex.scan_inference_request
• Cortex.set_signals_variants!
• Cortex.set_value!
• Cortex.set_variant!
• Cortex.throw_if_engine_unsupported
• Cortex.update_marginals!
• Cortex.value_type
• Cortex.variant_type