Bauwerk

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* Improvements

* Add information on evaluation to docs.

* Fixes

* Improve plotting/widget code to comply with stricter shape testing in newer matplotlib versions

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* Features

* New building distributions:

* *Building Distribution C*: varies battery and solar installation size.
* *Building Distribution D*: varies battery, solar installation and load consumption size/scale.
* *Building distribution E*: varies same as above, and adds irreducible noise to load and solar traces.

* Environment & distribution changes (*! indicates that the change may affect experimental results*)

* **!** Parameter default of ``grid_peak_threshold`` changed from 4.0kW to 2.0kW in all environments, including those of building distribution B.
* The load and solar traces in ``HouseEnv`` now can be augmented with irreducible noise. This is set via the ``solar/load_noise_magnitude`` parameter of the ``EnvConfig``.

* Improvements

* Update to docs on distributions, wrappers and more.

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* Features

* Add experiment script
* Add extensive evaluation features
* Add support for much slower speed in game widget
* Add benchmarks
* Add support for setting tasks in environment
* Add wrappers:

* that add task parameters to observation space.
* that clip the reward
* that clip the action space
* that normalise observation space

* Improvements

* Add clock and day to game widget
* Design improvements for game widget
* Action spaces dtype can now be set in env cfg

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* Features

* Add ``time_of_day`` variable to observation space.

* Improvements

* The ``solve`` function is now directly imported with ``bauwerk``, to simplify usage.
* Additional sections added to documentation.
* Add more grid parameters to ``SolarBatteryHouseEnv`` configuration.

* Fixes:

* Ensure solver outputs actions that are valid in environment (i.e. normalised)

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* Features:

* Add game widget based on ``SolarBatteryHouseEnv``.

* Includes browser-based version of Bauwerk game that can be played by anybody without installing anything.

* Add support for selling to the grid in ``SolarBatteryHouseEnv``.

* Improvements:

* Add explicit CVXPY-based solver in ``bauwerk.envs.solvers`` for ``SolarBatteryHouseEnv`` that was missing earlier.
* Update ``SolarBatteryHouseEnv`` to comply with new gym step API by returning ``truncated`` value.
* Add automatic github-actions-based testing of package.

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* First release on PyPI.

* Features:

* ``SolarBatteryHouseEnv``: a simple environment representing a single family home with a solar photovoltaic installations and a home battery that can be controlled.
* Optional integration with CVXPY to compute optimal actions in Bauwerk environments.