Merge remote-tracking branch 'origin/main'

# Conflicts:
#	deep_causality_uncertain/Cargo.toml

Author: marvin-hansen

Cargo.lock

@@ -7,6 +7,32 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 
+## [0.2.0](https://github.com/deepcausality-rs/deep_causality/compare/deep_causality_algorithms-v0.1.4...deep_causality_algorithms-v0.2.0) - 2025-10-02
+
+### 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<f64>> 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.
+
 ## [0.1.4](https://github.com/deepcausality-rs/deep_causality/compare/deep_causality_algorithms-v0.1.3...deep_causality_algorithms-v0.1.4) - 2025-09-25
 
 ### Other

deep_causality_algorithms/CHANGELOG.md

@@ -1,6 +1,6 @@
 [package]
 name = "deep_causality_algorithms"
-version = "0.1.4"
+version = "0.2.0"
 edition = { workspace = true }
 rust-version = { workspace = true }
 license = { workspace = true }
@@ -33,7 +33,7 @@ path = "examples/example_surd.rs"
 
 [dependencies.deep_causality_tensor]
 path = "../deep_causality_tensor"
-version = "0.1.4"
+version = "0.1.5"
 
 
 [dependencies.deep_causality_num]

deep_causality_algorithms/Cargo.toml

@@ -7,6 +7,25 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 
+## [0.2.0](https://github.com/deepcausality-rs/deep_causality/compare/deep_causality_discovery-v0.1.1...deep_causality_discovery-v0.2.0) - 2025-10-02
+
+### 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.
+
 ## [0.1.1](https://github.com/deepcausality-rs/deep_causality/compare/deep_causality_discovery-v0.1.0...deep_causality_discovery-v0.1.1) - 2025-09-25
 
 ### Fixed

deep_causality_discovery/CHANGELOG.md

@@ -1,6 +1,6 @@
 [package]
 name = "deep_causality_discovery"
-version = "0.1.1"
+version = "0.2.0"
 edition.workspace = true
 rust-version.workspace = true
 license.workspace = true
@@ -23,12 +23,12 @@ path = "examples/main.rs"
 # Internal dependencies
 [dependencies.deep_causality_tensor]
 path = "../deep_causality_tensor"
-version = "0.1.4"
+version = "0.1.5"
 
 
 [dependencies.deep_causality_algorithms]
 path = "../deep_causality_algorithms"
-version = "0.1.4"
+version = "0.2.0"
 
 
 # External dependencies

deep_causality_discovery/Cargo.toml

@@ -7,6 +7,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 
+## [0.1.5](https://github.com/deepcausality-rs/deep_causality/compare/deep_causality_tensor-v0.1.4...deep_causality_tensor-v0.1.5) - 2025-10-02
+
+### Added
+
+- *(deep_causality_tensor)* Made CausalTensor no-copy / clone for broader usage with complex data ttpes i.e. Uncertain<T>.
+
 ## [0.1.4](https://github.com/deepcausality-rs/deep_causality/compare/deep_causality_tensor-v0.1.3...deep_causality_tensor-v0.1.4) - 2025-09-25
 
 ### Other

deep_causality_tensor/CHANGELOG.md

@@ -1,6 +1,6 @@
 [package]
 name = "deep_causality_tensor"
-version = "0.1.4"
+version = "0.1.5"
 edition.workspace = true
 rust-version.workspace = true
 license.workspace = true