Update CHANGELOG and bump version

Author: LukasHedegaard

CHANGELOG.md

@@ -7,6 +7,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## [Unreleased]
 
 
+## [0.3.1]
+## Added
+- Support for dropout
+
+
 ## [0.3.0]
 ## Added
 - Support for dilation and stride in pooling

setup.py

@@ -29,7 +29,7 @@ def from_file(file_name: str = "requirements.txt", comment_char: str = "#"):
 
 setup(
     name="continual-inference",
-    version="0.3.0",
+    version="0.3.1",
     description="Building blocks for Continual Inference Networks in PyTorch",
     long_description=long_description(),
     long_description_content_type="text/markdown",