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Add space for howto 7 documentation #188
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budiatmadjajaWill committed Dec 15, 2021
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40 changes: 40 additions & 0 deletions doc/rtd/content/append1/bf/howto.bf.007.rst
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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>`_
================
Ver. 1.0.0 (2021-12-08)

This module demonstrates how to utilize wrapper class for Hyperopt in RL context.

Prerequisites
`````````````````

Please install the following packages to run this examples properly:
- :ref:`MLPro <Installation>`
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- `NumPy <https://pypi.org/project/numpy/>`_
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- `Matplotlib <https://pypi.org/project/matplotlib/>`_
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- `OpenAI Gym <https://pypi.org/project/gym/>`_
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- `Pytorch <https://pypi.org/project/torch/>`_
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- `Stable-Baselines3 <https://pypi.org/project/stable-baselines3/>`_
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- `PettingZoo <https://pypi.org/project/PettingZoo/>`_
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- `Optuna <https://pypi.org/project/optuna/>`_
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- `Hyperopt <https://pypi.org/project/hyperopt/>`_
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- `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

Results
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Descriptions, plots, images, screenshots of expected results.
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