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parklab · Oct 31, 2023 · da456ce · da456ce
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diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -8,15 +8,21 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ---
 ---
 
+## 0.3.0 - 2023-10
+### Added
+  - Support a sample-weigted KL-divergence loss in KL-NMF
+  - Support a sample-weighted sparsity regularization in KL-NMF
+  - Support fixing signature and sample biases in (multimodal) CorrNMF during inference
+
 ## 0.2.1 - 2023-10
 ### Fixed
   - Improve CorrNMF model formulation (added signature biases)
   - Improve multimodal exposure plot
 
 ## 0.2.0 - 2023-10
 ### Added
-  - Support fixing arbitrary many a priori known signatures during inference.
-  - Improved performance with just-in-time compiled update rules.
+  - Support fixing arbitrary many a priori known signatures during inference
+  - Improved performance with just-in-time compiled update rules
 
 ## 0.1.0 - 2023-10
 ### Added

diff --git a/pyproject.toml b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "salamander-learn"
-version = "0.2.1"
+version = "0.3.0"
 description = "Salamander is a non-negative matrix factorization framework for signature analysis"
 license = "MIT"
 authors = ["Benedikt Geiger"]

diff --git a/src/salamander/__init__.py b/src/salamander/__init__.py
@@ -7,5 +7,5 @@
 from .nmf_framework.multimodal_corrnmf import MultimodalCorrNMF
 from .nmf_framework.mvnmf import MvNMF
 
-__version__ = "0.2.1"
+__version__ = "0.3.0"
 __all__ = ["CorrNMFDet", "KLNMF", "MvNMF", "MultimodalCorrNMF"]