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`Howto 07 - (ML) Hyperparameter Tuning using Hyperopt <https://github.com/fhswf/MLPro/blob/main/examples/bf/Howto%2007%20-%20(ML)%20Hyperparameter%20Tuning%20using%20Hyperopt.py>`_ | ||
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Ver. 1.0.0 (2021-12-08) | ||
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This module demonstrates how to utilize wrapper class for Hyperopt in RL context. | ||
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Prerequisites | ||
````````````````` | ||
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Please install the following packages to run this examples properly: | ||
- :ref:`MLPro <Installation>` | ||
.. | ||
- `NumPy <https://pypi.org/project/numpy/>`_ | ||
.. | ||
- `Matplotlib <https://pypi.org/project/matplotlib/>`_ | ||
.. | ||
- `OpenAI Gym <https://pypi.org/project/gym/>`_ | ||
.. | ||
- `Pytorch <https://pypi.org/project/torch/>`_ | ||
.. | ||
- `Stable-Baselines3 <https://pypi.org/project/stable-baselines3/>`_ | ||
.. | ||
- `PettingZoo <https://pypi.org/project/PettingZoo/>`_ | ||
.. | ||
- `Optuna <https://pypi.org/project/optuna/>`_ | ||
.. | ||
- `Hyperopt <https://pypi.org/project/hyperopt/>`_ | ||
.. | ||
- `ROS <http://wiki.ros.org/noetic/Installation>`_ | ||
Example Code | ||
````````````````` | ||
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.. literalinclude:: ../../../../../examples/bf/Howto 07 - (ML) Hyperparameter Tuning using Hyperopt.py | ||
:language: python | ||
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Results | ||
````````````````` | ||
Descriptions, plots, images, screenshots of expected results. |
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