deep_causality_uncertain-v0.3.2

Other

• (deps) Bump rusty-fork from 0.3.0 to 0.3.1

deep_causality_haft-v0.2.0

Added

• (deep_causality_haft) Updated Bazel config.
• (deep_causality_haft) Added new example and updated README.md
• (deep_causality_haft) Added Foldable trait with tests.
• (deep_causality_haft) Added Applicative trait with tests.
• (deep_causality_haft) Added HKT Trait for Arity 5 together with Monad and MonadEffect for HKT5. Refactored code based. Added HKT type extension for Vec.
• (deep_causality_haft) Added HKT Trait for Arity 4 together with Monad and MonadEffect for HKT4

Other

• Merge remote-tracking branch 'origin/main'
• (deep_causality_haft) Added extensive documentation.
• (deep_causality_haft) Increased test coverage.

deep_causality_discovery-v0.2.1

Other

• Updated Cargo deps.

deep_causality-v0.11.6

Other

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

deep_causality_haft-v0.1.0

chore: Release package deep_causality_haft version 0.1.0

deep_causality_uncertain-v0.3.1

Added

• (deep_causality_discovery) working on data cleaning step during CDL

Other

• (deep_causality_uncertain) removed flaky test assertion.

deep_causality_tensor-v0.1.5

Added

• (deep_causality_tensor) Made CausalTensor no-copy / clone for broader usage with complex data ttpes i.e. Uncertain.

deep_causality_num-v0.1.4

Other

• Updated SBOM for all crates.
• Updated SBOM for all crates.

deep_causality_discovery-v0.2.0

Added

• (deep_causality_algorithms) Generic MRMR
• (deep_causality_algorithms) Added mrmr score to feature selection. documented in specs/006-mrmr-feature-score.
• (deep_causality_discovery) working on data cleaning step during CDL

Fixed

• (deep_causality_discovery) refactored CDL module for improved modularity
• (deep_causality_algorithms) renamed mrmr algo

Other

• (deep_causality_algorithms) increased test coverage.
• (deep_causality_discovery) Added or updates test coverage for DataCleaner and affected types.
• Preparing DataCleaning stage in CDL.

deep_causality_algorithms-v0.2.0

Added

• (deep_causality_algorithms) Generic MRMR
• (deep_causality_algorithms) Parallelize mRMR feature selection algo.
• (deep_causality_algorithms) Added new example.
• (deep_causality_algorithms) Added mrmr score to feature selection. documented in specs/006-mrmr-feature-score.
• (deep_causality_algorithms) Updated MRMR Error with new variant for score calculation.
• (deep_causality_algorithms) Added CDL variant of SURD state algo to handle None / NaN values in data
• (deep_causality_algorithms) Added a CDL variant of the MRMR algorithm that uses CausalTensor<Option> with pairwise value selection to deal with missing data without introducing bias.
• (deep_causality_algorithms) updated MRMRM Error

Fixed

• (deep_causality_algorithms) renamed mrmr algo

Other

• (deep_causality_algorithms) removed dead code and unreachable errors to increased test coverage.
• (deep_causality_algorithms) increased test coverage.
• Added specs for parallel implementation of mrmr algo
• Added stage 2 to ICU sepsis case study
• (deep_causality_algorithms) Updated README.md
• (deep_causality_algorithms) Added test coverage for CDL SURD variant.