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Changelog entry for v1.8.0 (#413)
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Add the updates to the changelog, tweaks to the README, and link to new
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6 changes: 3 additions & 3 deletions README.md
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## About

**Verde** is a Python library for processing spatial data (bathymetry,
geophysics surveys, etc) and interpolating it on regular grids (i.e.,
*gridding*).
**Verde** is a Python library for processing spatial data (topography, point
clouds, bathymetry, geophysics surveys, etc) and interpolating them on a 2D
surface (i.e., gridding) with a hint of machine learning.

Our core interpolation methods are inspired by machine-learning.
As such, Verde implements an interface that is similar to the popular
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Changelog
=========

Version 1.8.0
-------------

Released on: 2023/05/08

DOI: https://doi.org/10.5281/zenodo.7907182

.. warning::

**Verde v1.8.0 is the last release that is compatible with Python 3.6.**

Deprecations:

* Deprecate the ``engine`` argument of ``Spline/SplineCV`` (`#373 <https://github.com/fatiando/verde/pull/373>`__)
* Deprecate the ``engine`` argument in ``VectorSpline2D`` (`#410 <https://github.com/fatiando/verde/pull/410>`__)
* Deprecate ``verde.ScipyGridder`` in favor of the new ``Linear/Cubic/KNeighbors`` (`#393 <https://github.com/fatiando/verde/pull/393>`__)
* Deprecate the ``scatter`` method of all interpolators (`#357 <https://github.com/fatiando/verde/pull/357>`__)
* Undo deprecation of region/spacing/shape in the ``grid`` method (`#394 <https://github.com/fatiando/verde/pull/394>`__)
* Undo deprecation of ``verde.VectorSpline2D`` (`#385 <https://github.com/fatiando/verde/pull/385>`__)

New features:

* New interpolator ``verde.KNeighbors`` class for nearest neighbor interpolation (`#378 <https://github.com/fatiando/verde/pull/378>`__)
* New interpolator ``verde.Cubic`` gridder class based on SciPy (`#374 <https://github.com/fatiando/verde/pull/374>`__)
* New interpolator ``verde.Linear`` gridder class based on SciPy (`#372 <https://github.com/fatiando/verde/pull/372>`__)
* New function ``verde.line_coordinates``, a 1D version of ``verde.grid_coordinates`` (`#390 <https://github.com/fatiando/verde/pull/390>`__)
* New ``scoring`` parameter for ``verde.SplineCV`` to specify the scoring function (`#380 <https://github.com/fatiando/verde/pull/380>`__)

Improvements:

* Remove the need for ``mindist`` in ``verde.Spline`` by using a better Green's function for small distances (`#401 <https://github.com/fatiando/verde/pull/401>`__)
* Fix behavior of coordinate generation in ``verde.line_coordinates`` if ``spacing >= 2 * interval`` (`#406 <https://github.com/fatiando/verde/pull/406>`__)
* Use the new classes ``Linear/Cubic/KNeighbors`` in ``verde.project_grid`` (`#395 <https://github.com/fatiando/verde/pull/395>`__)
* Default to not rescaling coordinates in ``Linear/Cubic`` (`#391 <https://github.com/fatiando/verde/pull/391>`__)
* Add option to return 1D arrays in ``grid_coordinates`` (`#388 <https://github.com/fatiando/verde/pull/388>`__)

Documentation:

* New logo and use sphinx-design in the docs (`#367 <https://github.com/fatiando/verde/pull/367>`__)
* Move deprecated APIs to their own docs section (`#400 <https://github.com/fatiando/verde/pull/400>`__)
* Improve docstring of ``verde.make_xarray_grid`` (`#399 <https://github.com/fatiando/verde/pull/399>`__)
* Fix typo in the ``verde.base.BaseGridder.fit`` docstring (`#397 <https://github.com/fatiando/verde/pull/397>`__)
* Add missing matplotlib scraper for sphinx-gallery (`#389 <https://github.com/fatiando/verde/pull/389>`__)
* Use PyGMT instead of Cartopy in the ``verde.Chain`` tutorial (`#386 <https://github.com/fatiando/verde/pull/386>`__)
* Use Markdown for the README instead of RST (`#366 <https://github.com/fatiando/verde/pull/366>`__)

Maintenance:

* Drop support for Python 3.6 (`#364 <https://github.com/fatiando/verde/pull/364>`__)
* Fail CI if codecov upload fails (`#409 <https://github.com/fatiando/verde/pull/409>`__)
* More informative warning messages by setting ``stacklevel=2`` (`#407 <https://github.com/fatiando/verde/pull/407>`__)
* Remove the deprecated sample data gallery (`#387 <https://github.com/fatiando/verde/pull/387>`__)
* Set lower bounds for dependencies based on NEP29 (`#384 <https://github.com/fatiando/verde/pull/384>`__)
* Replace ``setup.py`` with PyPA "build" (`#371 <https://github.com/fatiando/verde/pull/371>`__)
* Replace deprecated numpy dtypes ``np.bool`` and ``np.int`` (`#362 <https://github.com/fatiando/verde/pull/362>`__)

This release contains contributions from:

* Sarah Margrethe Askevold
* James Sample
* Santiago Soler
* Matt Tankersley
* Leonardo Uieda

Version 1.7.0
-------------

*Released on: 2022/03/25*
Released on: 2022/03/25

DOI: https://doi.org/10.5281/zenodo.6384887

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Version 1.6.1
-------------

*Released on: 2021/03/22*
Released on: 2021/03/22

.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.4626786.svg
:target: https://doi.org/10.5281/zenodo.4626786
DOI: https://doi.org/10.5281/zenodo.4626786

Minor changes:

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Version 1.6.0
-------------

*Released on: 2021/03/18*
Released on: 2021/03/18

.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.4617252.svg
:target: https://doi.org/10.5281/zenodo.4617252
DOI: https://doi.org/10.5281/zenodo.4617252

New features:

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Version 1.5.0
-------------

*Released on: 2020/06/04*
Released on: 2020/06/04

.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.3877060.svg
:target: https://doi.org/10.5281/zenodo.3877060
DOI: https://doi.org/10.5281/zenodo.3877060

Bug fixes:

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Version 1.4.0
-------------

*Released on: 2020/04/06*
Released on: 2020/04/06

.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.3739449.svg
:target: https://doi.org/10.5281/zenodo.3739449
DOI: https://doi.org/10.5281/zenodo.3739449

Bug fixes:

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Version 1.3.0
-------------

*Released on: 2020/01/22*
Released on: 2020/01/22

.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.3620851.svg
:target: https://doi.org/10.5281/zenodo.3620851
DOI: https://doi.org/10.5281/zenodo.3620851

**DEPRECATIONS** (the following features are deprecated and will be removed in
Verde v2.0.0):
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Version 1.2.0
-------------

*Released on: 2019/07/23*
Released on: 2019/07/23

.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.3347076.svg
:target: https://doi.org/10.5281/zenodo.3347076
DOI: https://doi.org/10.5281/zenodo.3347076

Bug fixes:

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Version 1.1.0
-------------

*Released on: 2018/11/06*
Released on: 2018/11/06

.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.1478245.svg
:target: https://doi.org/10.5281/zenodo.1478245
DOI: https://doi.org/10.5281/zenodo.1478245

New features:

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Version 1.0.1
-------------

*Released on: 2018/10/10*
Released on: 2018/10/10

.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.1421979.svg
:target: https://doi.org/10.5281/zenodo.1421979
DOI: https://doi.org/10.5281/zenodo.1421979

* Paper submission to JOSS (`#134 <https://github.com/fatiando/verde/pull/134>`__). This
is the new default citation for Verde.
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Version 1.0.0
-------------

*Released on: 2018/09/13*
Released on: 2018/09/13

.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.1415281.svg
:target: https://doi.org/10.5281/zenodo.1415281
DOI: https://doi.org/10.5281/zenodo.1415281

* First release of Verde. Establishes the gridder API and includes blocked reductions,
bi-harmonic splines [Sandwell1987]_, coupled 2D interpolation [SandwellWessel2016]_,
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* `Latest release <http://www.fatiando.org/verde/latest>`__
* `Development <http://www.fatiando.org/verde/dev>`__
(reflects the *main* branch on GitHub)
* `v1.8.0 <http://www.fatiando.org/verde/v1.8.0>`__
* `v1.7.0 <http://www.fatiando.org/verde/v1.7.0>`__
* `v1.6.1 <http://www.fatiando.org/verde/v1.6.1>`__
* `v1.6.0 <http://www.fatiando.org/verde/v1.6.0>`__
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