deep_causality-v0.8.2

Added

• (deep_causality) Implemented Adaptive Reasoning #282
• (deep_causality) Added Configurable Reasoning Modalities to Causal Collectins.
• (deep_causality) Added Programmatic Verification of Model Assumptions #275
• (deep_causality) Unified Evidence and PropagatingEffect into a Single Typ #273

Other

• Rolled back manual version setting.
• Bumped up deep_causality version for auto-release
• Updated copyright in Cargo.toml fils
• Added unit tests for graph indexable data in context graph.
• added data indexable trait and default implementation for context graph.
• Fixed failing test
• Added code example for Rubin Causal Model.
• Removed overly strict trait constraints from Dataoid/ Data context type.
• Enhanced graph reasoning to handle RelayTo target validation. Updated error handling for non-existent nodes and added corresponding unit test.
• Fixed typo
• Added tests for adaptive reasoning.
• Removed duplicate license header
• Updated test utils to enhance error handling for non-deterministic effects; added unit test for erroneous singleton evaluation.
• Added unit tests for deterministic propagation in empty causable collections, including explain method validation.
• Updated tests for deterministic input-output causaloids. Updated test utils. Improved causality graph evaluation logical clarity.
• Enhanced graph reasoning: introduced proper effect propagation logic and improved documentation clarity in causable graph methods.
• Simplified evaluate in causable graph
• Limited access scope for private helper method in causable collection
• Refactored module names in causable_collection and causable_graph traits for improved clarity and consistency.
• Removed dead code
• Refactored CausableReasoning into modular CausableCollection traits. Enhanced structure and accessibility for causable collections.
• Removed unused files
• Improved code organization for CausableReasoning trait. Secured private impl's by limiting scope.
• Improved test coverage; renamed for simpler name convention.
• Added or improved test coverage for causable reasoning for all causable collections.
• reworked evaluate_probabilistic_propagation and evaluate_mixed_propagation in causable_reasoning.rs
• Working on evaluate_mixed_propagation
• Removed halting variant from PropagatingEffect
• Simplified causable_reasoning
• Separated debug and display trait impl for Assumption type.
• Finalized Programmatic Verification of Model Assumptions #275
• Restored previous implementation of causable_reasoning.rs
• Added empty test to Assumption vector.
• Improved test coverage for Assumption.
• Improved test coverage for Model.
• Added tests for AggregateLogic
• Improved AssumptionError and its testing.
• Working on Configurable Reasoning Modalitie #274
• Updated CausableReasoning trait to handle RelayTo variant to dispatch to a different causaloid.
• Increased test coverage of PropagatingEffect
• Lints and formats
• Increased test coverage of PropagatingEffect
• Increased test coverage of PropagatingEffect
• Updated benchmarks to use new PropagatingEffect.
• Removed unused Evidence type.
• Format and lints
• Derived Default of PropagatingEffect instead of custom impl.
• Bump criterion from 0.6.0 to 0.7.0
• Linting and formatting.
• Added black_box to evaluate_single_cause to ensure no fluke can ever happen.
• Updated benchmark code with minor fix to evaluate_single_cause
• Improved benchmark code.