Merge pull request #55 from uofgravity/prepare-v0.3.0

Prepare v0.3.0

Author: mj-will

CHANGELOG.md

@@ -7,6 +7,25 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 
+## [0.3.0]
+
+### Added
+
+- Keyword arguments passed to `glasflow.transform.coupling.AffineCouplingTransform` are now propogated to the parent class. ([#51](https://github.com/uofgravity/glasflow/pull/51))
+- Add support `scale_activation` to `glasflow.transform.coupling.AffineCouplingTransform` and set the default to `nflows_general`. ([#52](https://github.com/uofgravity/glasflow/pull/52), [#54](https://github.com/uofgravity/glasflow/pull/54))
+
+### Changed
+
+- Default scale activation for `glasflow.transform.coupling.AffineCouplingTransform` is changed from `DEFAULT_SCALE_ACTIVATION` in nflows to `nflows_general` from glasflow. This changes the default behaviour, the previous behaviour can be recovered by setting `scale_activation='nflows'`. ([#52](https://github.com/uofgravity/glasflow/pull/52), [#54](https://github.com/uofgravity/glasflow/pull/54))
+
+### Fixed
+
+- fix a bug in `glasflow.nflows/utils/torchutils.searchsorted`, see https://github.com/uofgravity/nflows/pull/9 for details. ([#53](https://github.com/uofgravity/glasflow/pull/53))
+
+### Deprecated
+
+- The `scaling_method` argument in `glasflow.transform.coupling.AffineCouplingTransform` is now deprecated in favour of `scale_activation` and will be removed in a future release. ([#52](https://github.com/uofgravity/glasflow/pull/52))
+
 ## [0.2.0]
 
 ### Added
@@ -45,7 +64,8 @@ Patch to fix CI not uploading release to PyPI
 - Add `nflows` submodule that replaces `nflows` dependency
 - Add option for user-defined masks in coupling-based flows
 
-[Unreleased]: https://github.com/uofgravity/glasflow/compare/v0.2.0...HEAD
+[Unreleased]: https://github.com/uofgravity/glasflow/compare/v0.3.0...HEAD
+[0.3.0]: https://github.com/uofgravity/glasflow/compare/v0.2.0...v0.3.0
 [0.2.0]: https://github.com/uofgravity/glasflow/compare/v0.1.2...v0.2.0
 [0.1.2]: https://github.com/uofgravity/glasflow/compare/v0.1.1...v0.1.2
 [0.1.1]: https://github.com/uofgravity/glasflow/compare/v0.1.0...v0.1.1