Yet-another-wizz

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Internal refactoring in ``catalogs.scipy`` needed for the RAIL plugin.

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Made code available as image on ``hub.docker.com``.

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- Implemented a uniform API for configuration classes
- Deprecated ``AutoBinningConfig`` and ``ManualBinningConfig`` and combined them
in new ``BinningConfig`` class.
- Adhere to python standards in data model (double underscore methods).
- Added missing type checks for data concatenation.
- Improved the unit test coverage.
- Corrected default values for ``.is_compatible()`` methods.
- Corrected some errors in the documentation.

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A new release for PyPI to fix the linked yet_another_wizz logo.

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- Emit warnings instead of sending to the python logging interface where they
might be unnoticed.
- Added unittest for ``yaw.core.config``.
- Added missing unittest for ``yaw.core.cosmology``.
- Deprecated the ``Configuration.plot_scales`` method.

.. rubric:: Bug fixes

- Added missing default values when creating binning configurations.
- Added missing checks for input parameters of configuration related classes.
- Made the behaviour of ``Configuration.modify`` for different binning related
parameters consistent.
- Fixed the ``ResamplingConfig.n_patches`` return values.
- Corrected the parameters returned by ``ResamplingConfig.to_dict``.
- Various other minor bug fixes in ``yaw.core.config``.

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- Added an option to install ``yaw_cli`` directly from pip with
``yaw_another_wizz[cli]``.
- Fixed deprecation warnings

.. rubric:: Bug fixes

- Fixed a bug that allowed loading a binning with the ``.from_dict()`` methods
without checking the values.