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@@ -7,31 +7,37 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
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## [Unreleased]
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## [0.6.0] - 2022-08-24
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### Added
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- Add a warning in `Model.verify_model` when `Model.log_prior` returns an array that has `float16` precision.
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- Add more functionality for configuring live point fields and defaults.
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- Record iteration at which live points are drawn in `it` field of live points.
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- Add `nessai.config` for storing package wide defaults.
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- Add `nessai.utils.testing` submodule which contains functions to use during testing.
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- Add `nessai.livepoint.unstructured_view` and `nessai.model.Model.unstructured_view` for constructing unstructured views of live points.
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- Add `nessai.plot.corner_plot` as an alternative to `plot_live_points` that uses `corner` instead of `seaborn`
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- Add `filehandler_kwargs` to `nessai.utils.logging.setup_logger` which allows the user to configure the `FileHandler` in the logger.
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- Add a warning in `Model.verify_model` when `Model.log_prior` returns an array that has `float16` precision. ([#175](https://github.com/mj-will/nessai/pull/175))
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- Add more functionality for configuring live point fields and defaults. ([#170](https://github.com/mj-will/nessai/pull/170))
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- Record iteration at which live points are drawn in `it` field of live points. ([#170](https://github.com/mj-will/nessai/pull/170))
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- Add `nessai.config` for storing package wide defaults. ([#170](https://github.com/mj-will/nessai/pull/170))
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- Add `nessai.utils.testing` submodule which contains functions to use during testing. ([#170](https://github.com/mj-will/nessai/pull/170))
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- Add `nessai.livepoint.unstructured_view` and `nessai.model.Model.unstructured_view` for constructing unstructured views of live points. ([#178](https://github.com/mj-will/nessai/pull/178))
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- Add `nessai.plot.corner_plot` as an alternative to `plot_live_points` that uses `corner` instead of `seaborn`. ([#189](https://github.com/mj-will/nessai/pull/189))
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- Add new examples. ([#195](https://github.com/mj-will/nessai/pull/195), [#198](https://github.com/mj-will/nessai/pull/198))
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- Add `filehandler_kwargs` to `nessai.utils.logging.setup_logger` which allows the user to configure the `FileHandler` in the logger. ([#204](https://github.com/mj-will/nessai/pull/204))
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### Changed
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- Change default values for log-likelihood and log-prior in empty live points to be `np.nan` instead of zero.
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-`nessai.livepoint.get_dtype` now returns an instance of `numpy.dtype`
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- Style for plots is no longer set globally and can be disabled completely.
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- Change default values for log-likelihood and log-prior in empty live points to be `np.nan` instead of zero. ([#170](https://github.com/mj-will/nessai/pull/170))
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-`nessai.livepoint.get_dtype` now returns an instance of `numpy.dtype`. ([#170](https://github.com/mj-will/nessai/pull/170))
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- Style for plots is no longer set globally and can be disabled completely. ([#194](https://github.com/mj-will/nessai/pull/194))
- Changed behaviour of `from nessai import *` to no longer imports any modules. ([#201](https://github.com/mj-will/nessai/pull/201))
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### Fixed
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- Fixed a bug in `FlowProposal.populate` which occurred when the pool of samples was not empty (closes [#176](https://github.com/mj-will/nessai/issues/176))
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- Fixed a bug in `FlowProposal.populate` which occurred when the pool of samples was not empty (closes [#176](https://github.com/mj-will/nessai/issues/176)) ([#177](https://github.com/mj-will/nessai/pull/177))
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- Fixed a bug in `nessai.model.Model.new_point` where the incorrect number of points were returned. ([#200](https://github.com/mj-will/nessai/pull/200))
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### Removed
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- Drop support for Python 3.6
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- Remove a temporary fix for [#46](https://github.com/mj-will/nessai/issues/46) that was introduced in [#47](https://github.com/mj-will/nessai/pull/47)
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- Drop support for Python 3.6. ([#188](https://github.com/mj-will/nessai/pull/188))
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- Remove a temporary fix for [#46](https://github.com/mj-will/nessai/issues/46) that was introduced in [#47](https://github.com/mj-will/nessai/pull/47). ([#202](https://github.com/mj-will/nessai/pull/202))
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## [0.5.1] - 2022-06-20
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- Original `GWFlowProposal` method renamed to `LegacyGWFlowProposal`. Will be removed in the next release.
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