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bauwerk-0.3.2


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توضیحات

Simple building control environments for reinforcement learning.
ویژگی مقدار
سیستم عامل -
نام فایل bauwerk-0.3.2
نام bauwerk
نسخه کتابخانه 0.3.2
نگهدارنده []
ایمیل نگهدارنده []
نویسنده rdnfn
ایمیل نویسنده -
آدرس صفحه اصلی https://github.com/rdnfn/bauwerk
آدرس اینترنتی https://pypi.org/project/bauwerk/
مجوز MIT license
**Warning** Bauwerk is in a very early stage of development, not stable at the moment and not recommended for general usage at this point. Use at your own risk. ======= bauwerk ======= .. image:: https://img.shields.io/pypi/v/bauwerk.svg :target: https://pypi.python.org/pypi/bauwerk .. image:: https://img.shields.io/travis/rdnfn/bauwerk.svg :target: https://travis-ci.com/rdnfn/bauwerk .. image:: https://readthedocs.org/projects/bauwerk/badge/?version=latest :target: https://bauwerk.readthedocs.io/en/latest/?version=latest :alt: Documentation Status Super simple building control environments for reinforcement learning. * Free software: MIT license * Documentation: https://bauwerk.readthedocs.io. Features -------- * TODO Credits ------- This package was created with Cookiecutter_ and the `audreyr/cookiecutter-pypackage`_ project template. .. _Cookiecutter: https://github.com/audreyr/cookiecutter .. _`audreyr/cookiecutter-pypackage`: https://github.com/audreyr/cookiecutter-pypackage ======= History ======= 0.3.2 (2022-12-00) ------------------ * Improvements * Add information on evaluation to docs. * Fixes * Improve plotting/widget code to comply with stricter shape testing in newer matplotlib versions 0.3.1 (2022-11-03) ------------------ * 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. 0.3.0 (2022-10-26) ------------------ * 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 0.2.1 (2022-09-12) ------------------ * 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) 0.2.0 (2022-09-09) ------------------ * 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. 0.1.0 (2022-08-12) ------------------ * 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.


نیازمندی

مقدار نام
- gym
>=1.20 numpy
- loguru
- importlib-resources
- hydra-core
- stable-baselines3
- wandb
- cvxpy
- ipympl


زبان مورد نیاز

مقدار نام
>=3.6 Python


نحوه نصب


نصب پکیج whl bauwerk-0.3.2:

    pip install bauwerk-0.3.2.whl


نصب پکیج tar.gz bauwerk-0.3.2:

    pip install bauwerk-0.3.2.tar.gz