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Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

[Unreleased]

0.13.5 - 2026-03-12

Other

  • Updated all SBOMS to reflect lates depdency versions.

0.13.4 - 2026-02-09

Other

  • updated all cargo dependencies to the latest version.

0.13.3 - 2026-01-22

Fixed

  • fixed typo in README.md

Other

  • (deep_causality) Fixed multipple bugs in Context.
  • (deep_causality) Fixed multipple bugs in Causaloid.
  • Updated SBOM of and applied docstring fixes.

0.13.2 - 2026-01-09

Added

  • (deep_causality_macros) removed last dead code.
  • (deep_causality) Migrated to dedicted pure HKT trait.
  • (deep_causality) Completed transition to GAT based HKT.

Other

  • (deep_causality) increased test coverage.
  • updated project wide SBOM files.
  • updated project wide copyright note.

0.13.1 - 2025-12-31

Other

  • Updated SBOMs to trigger release.

0.13.0 - 2025-12-18

Fixed

  • (deep_causality) Fixed a number of bugs. Updated tests for verification.

0.12.2 - 2025-12-14

Other

  • (deep_causality) Increased test coverage.

0.12.1 - 2025-12-12

Other

  • updated the following local packages: deep_causality_core

0.12.0 - 2025-12-12

Added

  • (deep_causality) Updated extension tests to new API.
  • (deep_causality) Updated extension tests to new API.
  • (deep_causality) Updated Error tests to new API.
  • (deep_causality_core) Removed unrelated types.
  • (deep_causality) Removed leftover legacy types that were replaced by new core crate
  • (deep_causality) Updated benchmarks for using functional core.
  • (deep_causality) Initial re-write using deep_causality_core crate for functional core.

Fixed

  • fixed a number of Bazel config files.
  • (deep_causality) Simplified type system across the entire crate further.
  • (deep_causality) Refactored Causaloid and replaced the previous complex implicit context with an explicit context passed through the EffectPropagtingProcess. Reduced generic type parameters from 9 to 4.
  • (deep_causality) Restored proper fn pointers in CausalFn and ContextualCausalFn.

Other

  • Added a few more medical examples.
  • Added or updated documentation.
  • Updated Project README.md
  • Updated criterion across the repo.
  • Reorganized and updated repo wide examples.
  • (deep_causality) Lints, fixes and code improvements.
  • (deep_causality) Improved test coverage.
  • (deep_causality) Improved test coverage.
  • (deep_causality) Improved test coverage.
  • (deep_causality) Improved test coverage.
  • (deep_causality) Lints, fixes and code improvements.
  • (deep_causality) Updated Bazel test config
  • (deep_causality) Updated more tests to new API.
  • (deep_causality) Updated more tests to new API.

0.11.11 - 2025-12-03

Added

  • (deep_causality_sparse) Fixing auto-release
  • (deep_causality_sparse) Implemented initial CsrMatrix types.
  • (deep_causality) Moved LogAppend trait into haft crate.

Other

  • Regenerated SBOM.
  • Updated dev dependencies across the repo.
  • Updated Dev dependencies.
  • Merge branch 'deepcausality-rs:main' into main
  • Merge remote-tracking branch 'origin/main'
  • Restored manually generated SBOM to restore Dependency and licence scan.

0.11.10 - 2025-11-23

Other

  • Merge branch 'deepcausality-rs:main' into main

Removed

  • removed all manually generated SBOM files

0.11.9 - 2025-11-23

Added

  • (deep_causality) Complete HKT generative system with automatic audit logging.
  • (deep_causality_multivector) Added implementation of multivector crate.
  • (deep_causality) Added new example of Structural Causal Model with Monadic Composition
  • (deep_causality) Added new intervenable trait and a default impl for CausalMonad.
  • (deep_causality) Refactored all monadic types into a dedicated module
  • (deep_causality) Updated Bazel test config deps.
  • (deep_causality) Updated EPP context example to new API.
  • (deep_causality) Updated RCM example to new API.
  • (deep_causality) Renamed EffectValue::Deterministic to EffectValue::Boolean
  • (deep_causality) Updated Tokio example to new API.
  • (deep_causality) refactored EffectValue
  • (deep_causality) Minor refactoring
  • (deep_causality) Simplified causable implementation for Causaloid.
  • (deep_causality) Removed Registry as it was a design mistake that prevented HKT's over collections and introduced dynamic trait objects.
  • (deep_causality) Updated Causable implementation.
  • (deep_causality) Simplified causaloid from_causal_collection API. Updated relared tests and benchmarks.
  • (deep_causality) Added structured causal function logging.
  • (deep_causality) Introduce fluent monadic API and guarantee lo
  • (deep_causality) Added External variant to the EffectValue to support external types as propagating value.
  • (deep_causality) Updated ContextualLink variant of EffectValue
  • (deep_causality) renamed files
  • (deep_causality) Partial rewrite towards type based effect programming.
  • (deep_causality) Updated Causaloid to better handle default reasoning of collections.
  • (deep_causality) Code cleanup.
  • (deep_causality) Migrated causal collection reasoning towards monadic composition.
  • (deep_causality) Prepared migation of causal collection reasoning.
  • (deep_causality) Prepared migation of causal collection reasoning.
  • (deep_causality) Updated MonadicCausableGraphReasoning to use proper causal reasoning. Removed mock implementation. Updated Causable impl for Causaloid to use monadic bind.
  • (deep_causality) made PropagatingEffect use CausalMonad pure.
  • (deep_causality) reworking causal reasoning.
  • (deep_causality) Refactor PropagatingEffect and Causaloid.
  • (deep_causality) Prepared HKT migration
  • (deep_causality) Removed effect field from Causaloid
  • (deep_causality) Implemented MonadicCausable for Causaloid
  • (deep_causality) Added explain to new PropagatingEffect.
  • (deep_causality) Added MonadicCausable trait and new function aliases
  • (deep_causality) Added CausalMonad, CausalEffectSystem types.
  • (deep_causality) Added CausalMonad, CausalEffectSystem types.
  • (deep_causality) Added new types: causal_value, effect_log, and numeric_value.

Other

  • Updated pre-specs and updated Bazel config
  • Updted README.md
  • (deep_causality) Increased test coverage and applied lints.
  • (deep_causality) Increased test coverage.
  • (deep_causality) Increased test coverage.
  • (deep_causality) Increased test coverage.
  • (deep_causality) Minor lints and code tweaks.
  • (deep_causality) Increased test coverage.
  • (deep_causality) Increased test coverage.
  • (deep_causality) Lints and formatting.
  • (deep_causality) Lints and formatting. Improved error handling.
  • (deep_causality) Added benchmarks for Causal Monad.
  • (deep_causality) Added tests for Causal Monad.
  • (deep_causality) Added tests for Causal Monad.
  • (deep_causality) Minor lint.
  • (deep_causality) Increased test coverage. Fixed tests affected by updated EffectValue.
  • (deep_causality) Minor lint.
  • (deep_causality) Minor lint.
  • (deep_causality) Minor lints.
  • (deep_causality) Minor lint.
  • (deep_causality) Increased test coverage. Minor fixes and lints.
  • Code formatting.
  • (deep_causality) Increased test coverage.
  • (deep_causality) Increased test coverage.
  • Code formatting.
  • (deep_causality) Increased test coverage.
  • (deep_causality) Increased test coverage.
  • (deep_causality) Increased test coverage.
  • Code formatting.
  • Merge branch 'deepcausality-rs:main' into main
  • (deep_causality) Removed generative tests for the time being. Updated Bazel test config.
  • (deep_causality) Updated more tests to new API and re-write missing tests.
  • (deep_causality) Updated more tests to new API and re-write missing tests.
  • (deep_causality) Updated more tests to new API and re-write missing tests.
  • (deep_causality) Updated more tests to new API and re-write missing tests.
  • (deep_causality) Added or updated documentation for new monadic types.
  • (deep_causality) Updated more tests to new API and re-write missing tests.
  • (deep_causality) Updated more tests to new API and re-write missing tests.
  • (deep_causality) Updated more tests to new API and re-write missing tests.
  • (deep_causality) Updated more tests to new API and re-write missing tests. Re-organized test utils.
  • (deep_causality) Updated more tests to new API and re-write missing tests. Re-organized test utils.
  • (deep_causality) Updated more tests to new API and re-write missing tests. Re-organized test utils.
  • (deep_causality) Updated more tests to new API and re-write missing tests.
  • Added new pre-specs for Multivector and Octonion
  • (deep_causality) Updated more tests to new API and re-write missing tests.
  • (deep_causality) Updated more tests to new API and re-write missing tests.
  • (deep_causality) Updated more tests to new API and re-write missing tests.
  • (deep_causality) Updated more tests to new API and re-write missing tests.
  • (deep_causality) Updated more tests to new API and re-write missing tests.
  • (deep_causality) Updated more tests to new API and re-write missing tests.
  • (deep_causality) Updated more tests to new API and re-write missing tests.
  • (deep_causality) Updated more tests to new API and re-write missing tests.
  • (deep_causality) Updated more tests to new API.
  • (deep_causality) Updated more tests to new API.
  • (deep_causality) Updated causaloids tests to the new API
  • (deep_causality) Updated causaloids tests to the new API
  • (deep_causality) Updated utils tests to the new API
  • (deep_causality) Updated more tests to the new API
  • (deep_causality) Updated extension test to the new API
  • (deep_causality) Updated the first extension test to the new API
  • (deep_causality) Updated docstring and logs
  • (deep_causality) Updated test utils and benchmark to new API.
  • (deep_causality) Migrated tests of causal collection reasoning to use new API.
  • (deep_causality) Improved docstring
  • Migrated graph reasoning methods to monadic trait.
  • Prepared migration of graph causal reasoning to monadic equivalent.
  • (deep_causality) working on restoring tests for causal collection extensions.
  • Added PhantomData to Causaloid
  • updated re-export via lib.rs

0.11.8 - 2025-11-05

Added

  • (deep_causality_uncertain) Migrated internal compute graph to ConsTree from deep_causality_ast crate.
  • (ast) Add deep_causality_ast crate with persistent tree

Other

  • Updated SBOM for all crates.
  • Merge branch 'deepcausality-rs:main' into 008-hkt-uncertain-specs
  • updated AGENTS.md and README.md

0.11.7 - 2025-10-31

Added

  • (deep_causality) Added ComplexTensor to PropagatingEffect.
  • (deep_causality_tensor) Added TensorProduct
  • (deep_causality) Reorganized aliases. Improved public re-export. Fixed imports.
  • (deep_causality) Added constructors to propagating_effect. Added tests.
  • (deep_causality) Added MaybeUncertain and CausalTensor to PropagatingEffect. Updated tests.

Other

  • Updates examples.
  • Refactored Causaloid context into Arc
  • (deep_causality_num) minor fixes.
  • (deep_causality_num) minor fixes.
  • (deep_causality_num) increased test coverage.
  • (deep_causality_uncertain) Increased test coverage.
  • (deep_causality) Increased test coverage.
  • Added and updated type aliases.

0.11.6 - 2025-10-19

Other

  • Updated project README.md
  • Added FOSA batches to README.md

0.11.5 - 2025-09-25

Other

  • Updated SBOM for all crates.
  • Updated Project README.md
  • Updated SBOM for all crates.

0.11.4 - 2025-09-22

Fixed

  • (deep_causality) Fixed incorrect trait bound for BTreeMap
  • (deep_causality) Fixed incorrect test logic.
  • (deep_causality) Fixed historic bug in type extensions.
  • (deep_causality) Removed last internal macros and removed dependency on deep_causality_macro crate.

Other

  • (deep_causality) Improved test coverage for extensions.
  • (deep_causality) Improved test coverage for extensions.
  • (deep_causality) Improved test coverage for extensions.
  • (deep_causality) Improved test coverage for extensions.
  • (deep_causality) Improved test coverage for extensions.
  • (deep_causality) Improved test coverage for extensions.
  • (deep_causality) Added more tests for extensions.
  • Updated SBOM script to generate hash signature together with the SBOM.

0.11.3 - 2025-09-21

Added

  • (deep_causality_tensor) Initial setup. Moved CausalTensor type from the data_structure crate into dedicated deep_causality_tensor crate.
  • (deep_causality_num) Initial implementation. Update of all downstream crates.
  • (deep_causality_algorithms) Implement mRMR (FCQ variant) feature selector

Other

  • Updated Project README.md
  • Updated Project README.md
  • Updated Cargo configuration and feature propagation across the entire repo.
  • Lots of lints and formats. Updated MSRV to 1.89 and edition 2024 across the entire repo.
  • (deep_causality_rand) Increased test coverage.

0.11.2 - 2025-09-15

Added

  • (deep_causality_data_structures) Added identity types. Removed num_traits dependency.

Other

  • (deep_causality_algorithms) Added test coverage for SURD algo.

0.11.1 - 2025-09-11

Added

  • (deep_causality) fixed wrong README

Other

  • trying to fix #315
  • trying to fix #315
  • trying to fix #315
  • trying to fix #315

0.10.0 - 2025-09-08

Added

  • (deep_causality_macros) removed overly complex constructure macro.
  • (deep_causality) Integrated Uncertain into CSM (Causal State Machine)
  • (deep_causality) refactored CSM types and removed unnecessary macro usage.
  • (deep_causality) integrated Uncertain into Deontic Reasoning and EffectEthos
  • (deep_causality) Updated PartialEq for PropagatingEffect
  • (deep_causality) Added reasoning over uncertainty i.e. probability distributions to causal collections.
  • (deep_causality) Add uncertain data types and tests to DeepCausality

Other

  • Increased test coverage across all crates.
  • Increased test coverage across all crates.
  • Updated project wide Bazel config.
  • Fixed formatting.
  • (deep_causality) Added tests for new variants of PropagatingEffect.

0.9.0 - 2025-08-27

Added

  • (deep_causality) Added new example for Effect Ethos with CSM.
  • (deep_causality) Integrated Effect Ethos with CSM
  • (deep_causality) Added explanation of the verdict to the effect ethos.
  • (deep_causality) Implement core Telos framework for deontic inference

Fixed

  • (deep_causality) fixed mapping maintained by EffectEthos
  • (deep_causality) fixed incorrect test.

Other

  • (deep_causality) updated TagIndex to use a HashSet to prevent duplicate tags.
  • (deep_causality) promoted CSM modules from files into directories.
  • (deep_causality) Improved test coverage
  • (deep_causality) Improved test coverage
  • (deep_causality) Improved test coverage
  • (deep_causality) Decluttered tests for EffectEthos
  • (deep_causality) Improved test coverage
  • Updated Bazel config.
  • Updated Docstring.
  • Formats and lints.
  • (deep_causality) Added more tests to test new EffectEthos.
  • Updated Effect Ethos type and added a new high level API
  • (deep_causality) Added tests for new effect ethos and teloid types.
  • Reworked Teloid, TeloidStore, and ProposedAction types
  • Implemented ActionParameterValue and ProposedAction type
  • Removed duplicate copyright note
  • Added TeloidStore
  • Added telos types tag_index and teloid_modal. Added unit tests. Updated primitive aliases. Updated Bazel test config.

0.8.2 - 2025-08-08

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.

Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

0.8.0 - 2025-07-08

Added

  • (generative) Implement full lifecycle management for contexts
  • (generative) implement full CRUD for context and contextoids
  • Implement and refine ModelBuildError tests

Fixed

  • fix(deep_causality) fixed benchmarks.
  • (deep_causality) Improve NedSpace tests
  • (deep_causality) Improve NedSpace tests
  • (ecef) Commit remaining EcefSpace test changes
  • (euclidean) Improve EuclideanSpace tests
  • (ecef) Improve EcefSpace tests
  • (spacetime) Correct TangentSpacetime position method and tests
  • (tests) Correct Lorentzian spacetime interval tests

Other

  • Updated test util
  • Updated test util
  • Updated test util
  • Linting
  • Tested test utils...
  • Linting
  • Fix and linting
  • Updated Bazel test config
  • Re-organized context tests
  • Re-organized test utils
  • Re-organized trait tests
  • Increased test coverage
  • Increased test coverage
  • Increased test coverage
  • Increased test coverage
  • Linting
  • Increased test coverage
  • Increased test coverage
  • Increased test coverage
  • Increased test coverage
  • Removed active state from Causaloid and downstream usage.
  • Lints
  • Increased test coverage
  • Increased test coverage
  • Fixed failing test
  • Increased test coverage
  • Increased test coverage
  • Fixed all remaining tests
  • Fixed up all causality graph tests
  • Fixed Causaloid tests
  • Added or updated tests for reasoning types. Applied minor fixes to debug and display in Evidence type.
  • Fixed tests for GenerativeProcessor
  • Updated all tests for the collection type extensions
  • Added or updated error tests
  • Fixed benchmarks to use new API
  • Updated CSM implementation to restore fully deterministic behavior for triggering actions.
  • Implemented first version of unified reasoning.
  • Removed prelude
  • Added specs for unified reasoning
  • Added specs for unified reasoning
  • Fixed line inconsistencies in Cargo.toml
  • Preparing for ultragraph release
  • Removed benchmark badge from Readme
  • Switched to central workspace dependencies.
  • Set the version number of dependent internal crates to match deep_causality for simpler version management.
  • Improve test coverage
  • Improved test coverage and improved context API.
  • Update the DeepCausality crate to use the refactored UltraGraph AP
  • Adding more tests for coverage
  • Adding more tests for coverage
  • Adding more tests for coverage
  • Working on tests
  • Working on tests
  • Working on tests
  • Working on tests
  • Removed assert comments
  • Working on test coverage
  • Added or updated documentation
  • Increased test coverage for GenerativeProcessor
  • Updated or added trait documentation.
  • Increased test coverage of ExtendableContextuableGraph
  • Improved test coverage of test utils
  • Increased test coverage across the repo
  • Deleted dead code
  • Improved test coverage and fixed some lints.
  • Re-organized model type tests
  • Added tests for new model error types.
  • Added tests for GenerativeOutput
  • Fixed a gazillion Broken Links Locations in Rust Docs.
  • Linting and formatting
  • Added tests to reasoning types
  • Fixed module doc
  • Moved script folder into build folder
  • Updated README.md and Bazel.md docs
  • Fixed up the Bazel config.
  • Updated README.md
  • Marked Bazel files as excluded from Cargo release to ensure these crates vendor well when used with Bazel.
  • Added Bazel config for build and test
  • Added first draft of Generative Function Traits, its implementation, and addition to the model type.
  • Lints and formats..
  • Working on generative function.
  • Reworked ReasoningMode, Evidence and PropagatingEffect
  • Added tests to GenerativeTrigger
  • Merge remote-tracking branch 'origin/main'
  • Updated prelude.rs
  • Corrected brittle test_display_trait assertions in both
  • Added documentation to alias module
  • Fixed circular dependency issue in alias types.
  • Added tests for SymbolicKind type.
  • Added new Uniform alias types. Re-organized alias type package. Updated source files to import all aliases from prelude.
  • Added Tokio example for async / background inference processing
  • Code formatting.
  • Added documentation to PreviousTimeIndex trait methods.
  • Removed Redundant Braces in TimeIndexable impl for Context
  • Even more lints and formatting
  • Applied more lints & autofixed
  • Added time index to generic context. Resolves #239
  • Increased test coverage on adjustable implementations.
  • Added RwLock poisoning handling in CSM type
  • Fixed remaining lints
  • Increased test coverage
  • Improved error message in Causable for Causaloid
  • Improved lock error handling specificity in CSM type
  • Removed redundant NaN validation in Adjustable for EuclideanTime
  • Fixed a few more lints
  • Fixed formatting and lints
  • Fixed failing tests for updated Display trait impl.
  • Fixed error message in Adjustable for QuaternionSpace
  • Replaced panic with proper error handling in Causable for Causaloid
  • Added Eq and PartialEq derives to Contextoid
  • Added Handling of lock poisoning gracefully in CSM type.
  • Fixed blanket trait implementations fo adjustable data and replaced it type bound impl.
  • Added more tests for more corner cases in non-Euclidean geometries
  • Fixed code formatting
  • Added tests for reasoning types
  • Added tests for ContextoidType
  • Added tests to increase coverage
  • Fixed invalid overflow check
  • Fix quaternion component assignment bug
  • Fixed another failing test
  • Fixed failing test
  • Fixed more lints and checks
  • Removed remaining lifetime annotations in tests and bench utils.
  • Updated copyright across the entire repo
  • Minor lints
  • merged regular and adjustable types. Made adjustable opt in via adjustable trait and type extension.
  • Added tests for adjustable space types
  • Added tests for time types
  • Added tests for symbolic spacetime
  • Added tests for spacetime types
  • Fixed up remaining tests
  • Code formatting.
  • Fixed up a lot of tests
  • Fixed up test utils and some tests
  • Fixed up benchmarks
  • Linting and formatting
  • Removed lifetime annotation from all types.
  • Added adjustable time types.
  • Fixed minor lints
  • Added multiple temporal types, just in case.
  • Fixed complex generic issue. Updated all downstream types.
  • Added initial support for non-Euclidean geometries in the context.
  • Merge remote-tracking branch 'origin/main'
  • Signed commit with gpg key.
  • Removed comma after link
  • Working on restoring link on Logo on README.md
  • Working on restoring Logo on README.md
  • Working on restoring Logo on README.md
  • Working on restoring Logo on README.md
  • Update README.md
  • Update README.md
  • Update README.md with new Discord link that never expires

0.7.5 - 2025-06-19

Added

  • (deep_causality) Updated README.md

Other

  • Merge remote-tracking branch 'origin/main'
  • Removed legacy docs folder.
  • Moved examples into root folder.
  • Updated Readme with Discord and various other project links.
  • Fixed missing badges in README.md
  • Bump criterion from 0.5 to 0.6.0
  • Bump parquet to 55.1.0
  • Bump parquet to 55.1.0
  • Updated scale in linear graph bench util
  • Add comprehensive documentation to CSM CausalAction type and CausalState type
  • Merge remote-tracking branch 'origin/main'
  • Add comprehensive documentation to CSM struct

0.7.4 - 2025-05-16

Other

  • Bump parquet from 54.2.1 to 54.3.1
  • Applied a ton of lints.
  • Fixed tests, benchmarks, and fixed some lints

0.7.3 - 2024-11-26

Other

  • updated the following local packages: dcl_data_structures

0.7.2 - 2024-11-24

Other

  • Added initial work on a custom ring_buffer implementation
  • Updated alias types
  • Code linting & formatting
  • Removed lifetimes from context types.
  • Bumped up minimum rust version to 1.80.
  • Code formatting
  • Update error tests
  • Refactored Error module in deep_causality and added test coverage.

Removed

  • removed phantom marker

0.7.1 - 2024-11-21

Other

  • updated the following local packages: dcl_data_structures

0.7.0 - 2024-01-25

Other

  • Replaced Cell types with Arc/RwLock to make interior mutability thread safe.

0.6.5 - 2024-01-25

Other

  • Narrowed down overly general type constrains on generic type parameters.

0.6.4 - 2024-01-25

Other

  • Merge branch 'deepcausality-rs:main' into main
  • Documented all protocols in deep causality.
  • Code formatting & linting.
  • Implemented Indexable trait for Context
  • Added Indexable protocol to deep causality crate

0.6.3 - 2024-01-14

Other

  • Moved example folder back to deep_causality folder due to cargo config errors.
  • Flattened folder structure.
  • Updated dependencies to latest version.
  • Update parquet requirement from 48 to 49
  • Restricted ctx example dependency to mitigate yanked sub sub dependency warning.
  • Removed pointless tests that only threw clippy linting errors.
  • Added generic sum util with tests.
  • Disabled unused re-exports in prelude.
  • Updated examples to latest DC version.

0.6.2 - 2023-09-19

Fixed

  • fixed failing test.

Other

  • Updated starter example.
  • Added starter code example
  • Removed unused import
  • Added missing error message
  • Created new starter example
  • Restored macros in causable extension
  • Fixed missing test for Identifiable in AdjustableSpace.
  • Added error case tests to adjustable space time tests
  • Added custom is_empty implementation to test if codecov recolonize it.
  • Added more tests for adjustable types.
  • Added more tests for adjustable types.
  • Added more tests for adjustable types.
  • Added more error tests to drive up code coverage.
  • Merge remote-tracking branch 'origin/main'
  • Trying phylum gh action again.

0.6.1 - 2023-09-08

Other

  • Added unset method to extendable_contextuable_graph.rs

0.6.0 - 2023-09-06

Other

  • Tested multiple contexts implementation.
  • Finalized multiple contexts implementation.
  • Implemented multiple contexts.
  • Working on multiple contexts.
  • Implemented initial support for multiple contexts.
  • Added field extra_context to Context.
  • Removed PhantomData marker in Context type since all generic parameters are bound.
  • Renamed type alias.
  • Renamed node structs to something more sensible and intuitive.
  • Moved slides into main doc folder.
  • Fixed various linting issues.
  • Removed old swift notebook.
  • Moved all documentation to project website.
  • Fixed a test

0.5.0 - 2023-08-30

Other

  • Fixed type aliases in Causaloid getters.
  • Simplified complex types with type alias.
  • Fixed tests to run with latest commit in main.
  • Fixed type signatures in benchmarks to run with latest commit in main.
  • Made Spatial and Temporable trait generic. Resolves issue 42.
  • Switched to shorter version numbers in Cargo.toml
  • Merge remote-tracking branch 'origin/main'
  • Update parquet requirement from 45.0 to 46.0
  • Added more corner case testing causal graph explaining.
  • Added more corner case testing causal graph reasoning.
  • Added tests for error handing in graph reasoning.
  • Updated graph reasoning protocol with more error handling and removed dead code.
  • Added missing error handing tests to causal graph reasoning.
  • Fixed several broken links ik documentation.
  • Code formatting.
  • Added tests to adjustable protocol.
  • Added default constructor to custom errors.
  • Code formatting.
  • Code formatting.
  • Update tests to match generated getters.
  • Updated multiple types to use macros to generate constructors and getters.
  • Updated adjustable types in deep causality to use macros to generate constructor and getters.
  • Added more tests to CSM types.
  • Moved all test utils into test folder. Updated import path in affected tests.
  • Moved all benchmark utils into benchmark folder.
  • Removed benchmark and test utils from src/utils folder.
  • Reformatted Adjustable protocol.
  • Update AdjustableTime
  • Added tests for adjustable time type.
  • Added AdjustableTime type.
  • Updated prelude to export new AdjustableData type.
  • Misc minor changes.
  • Removed PropagationError together with propagation method in adjustable protocol.
  • Updated adjustable protocol for generic usage and uniform signature.
  • Reorganized context tests to mirror folder structure in src folder.
  • Added tests for adjustable data type
  • Added adjustable data type that implements adjustable protocol.
  • Updated copyright in all source and bash script files.
  • Updated copyright in all licence files.
  • Update mod.rs
  • Uncomment adjustable trait with a notice that it needs review and an actual implementation with tests.
  • Updated deep causality code examples to use latest version.

0.4.0 - 2023-08-17

Other

  • Fixed broken benchmark.
  • Separated context graph type into multiple files.
  • Moved contextoid_type into contextoid folder.
  • Moved root type into node types folder
  • Separated Contextoid type into multiple files.
  • Update mode files and prelude
  • Separated Observation type into multiple files.
  • Separated inference type into multiple files.
  • Separated causaloid graph type into multiple files.
  • Separated causaloid type into multiple files.
  • Separated assumption type into multiple files.
  • Removed unnecessary trait bounds in context type.
  • updated tests in ultragraph.
  • Reduced benchmark graph size to decrease CI runtime.
  • Updated causal and context graph to use new ultragraph type alias.
  • Merge branch 'deepcausality-rs:main' into main
  • Fixed typo in referenced author's name.
  • Added recent presentation files to docs.
  • Fixed broken import.
  • Moved reasoning utils to protocol.
  • Limited visibility of internal type aliases to pub(crate)
  • renamed some files.
  • Moved remaining reasoning methods from CausaloidGraph into the default implementation in causable_graph_explaining protocol
  • Moved remaining explain methods from CausaloidGraph into the default implementation in causable_graph_explaining protocol
  • Added test for get_graph. Reorganized graph reasoning tests.
  • Updated code documentation of CausaloidGraph
  • Fixed a bunch of linter errors, re-added default implementation to CausaloidGraph and updated tests.
  • Merge branch 'main' into main
  • Updated protocol documentation.
  • Updated imports, paths, and tests.
  • Moved type aliases into causable graph protocol and made them public
  • refactored reasoning utils into a shared module
  • Added default implementation to CausableGraph and CausableGraphReasoning traits.
  • Updated imports and prelude
  • Moved traits CausableGraph and CausableGraphReasoning into two seperate
  • code formatting
  • Made CausableGraphReasoning trait a sub-trait of CausableGraph
  • Moved utils into seperate causaloid utils file to declutter causaloid graph implementation.
  • Updated documentation
  • Updated documentation
  • Updated documentation
  • Code formatting of protocols.
  • Code formatting of protocols.
  • Added documentation to type extensions.
  • Added tests for causable vec deque
  • Reorganizing causable extension type tests.
  • Added tests for causable Btree map.
  • Updated causable protocol and type extension
  • Reorganizing causable extension type tests.
  • Added tests for inferable VecDeque.
  • Added tests for inferable VecDeque.
  • Added inferable type extension for BTreeMap and VecDeque
  • Reorganizing inferable tests.
  • Added tests for VecDeque observable.
  • Added bree map tests to observable.
  • Reorganizing observable tests.
  • Removed Clone trait requirement from Assumable
  • Code formatting
  • Added assumable tests for VecDeque
  • Updated assumable tests for BTreeMap
  • Updated assumable tests for array and hashmap
  • Added assumable type extension for BTreeMap, HashSet, and BTreeSet
  • Reorganizing assumable tests.
  • Added Readme to DTX example.
  • Updated dependencies in Cargo.toml for DTX example
  • Updated run method in DTX example
  • Added utils to DTX example
  • Added file reader to DTX example
  • Added data types to DTX example
  • Added config types to DTX example
  • Added data to dtx example
  • Added run method to dtx example
  • Started working on new example dtx: Dynamic Context.
  • Added min rust version to examples
  • Updated ctx example dependencies in Cargo.toml
  • Renamed file
  • Updated SPDX-License-Identifier to GFM comment to prevent rendering meta data as table.
  • Updated copyright with SPDX-License code.
  • Added SPDX-License-Identifier to all docs [//]: # (---) [//]: # (SPDX-License-Identifier: MIT) [//]: # (---)

What's New

0.2.4 (2023-07-10)

Description

Feature update

Upgrade Steps

  • Updated version in Cargo.toml

Breaking Changes

  • None

New Features

  • Added Causal State Machine (CSM)
  • Updated code example & tests

Bug Fixes

  • None

Performance Improvements

  • None

Other Changes

  • Added tests for Causal State Machine