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update changelog (#76)
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dfm committed Mar 28, 2022
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Expand Up @@ -5,6 +5,37 @@ Release Notes

.. towncrier release notes start
tinygp 0.2.1 (2022-03-28)
-------------------------

Features
~~~~~~~~

- Renamed elements of quasiseparable kernels, and added support for modeling
derivative observations with these kernels. (`#58 <https://github.com/dfm/tinygp/issues/58>`_)
- Added more flexible noise models: diagonal, banded, or dense. (`#59 <https://github.com/dfm/tinygp/issues/59>`_)
- Added :class:`tinygp.kernels.quasisep.CARMA` kernel to implement CARMA models. (`#60 <https://github.com/dfm/tinygp/issues/60>`_)
- Added a minimal solver based on Kalman filtering to use as a baseline for
checking the performance of the :class:`tinygp.solvers.QuasisepSolver`. (`#67 <https://github.com/dfm/tinygp/issues/67>`_)


Bugfixes
~~~~~~~~

- Fixed exception when conditioning with quasiseparable solver, since quasisep
kernels are not hashable. (`#57 <https://github.com/dfm/tinygp/issues/57>`_)


Improved Documentation
~~~~~~~~~~~~~~~~~~~~~~

- Added a new tutorial describing how to model multiband and derivative
observations using quasiseparable kernels. (`#58 <https://github.com/dfm/tinygp/issues/58>`_)
- Add more details to Deep Kernel learning tutorial,
showing comparison with Matern-3/2 kernel
and the transformed features. (`#70 <https://github.com/dfm/tinygp/issues/70>`_)


tinygp 0.2.0 (2022-03-03)
-------------------------

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