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Creation of appendix 1 submenus #188
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Basic Functions | ||
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We provide some examples of `MLPro <https://github.com/fhswf/MLPro.git>`_'s basic funcionalities implementation, which is available on our GitHub file. | ||
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- File 01: `(Various) Log and Timer <https://github.com/fhswf/MLPro/blob/main/examples/bf/Howto%2001%20-%20(Various)%20Log%20and%20timer.py>`_ | ||
- File 02: `(Math) Spaces, subspaces and elements <https://github.com/fhswf/MLPro/blob/main/examples/bf/Howto%2002%20-%20(Math)%20Spaces%2C%20subspaces%20and%20elements.py>`_ | ||
- File 03: `(Various) Store, plot, and save variables <https://github.com/fhswf/MLPro/blob/main/examples/bf/Howto%2003%20-%20(Various)%20Store%2C%20plot%2C%20and%20save%20variables.py>`_ | ||
- File 04: `(ML) Hyperparameters setup <https://github.com/fhswf/MLPro/blob/main/examples/bf/Howto%2004%20-%20(ML)%20Hyperparameters%20setup.py>`_ | ||
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Moreover, you can find the UML diagram of MLPro's basic funcionalities `here <https://github.com/fhswf/MLPro/tree/main/doc/bf>`_. |
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Game Theory | ||
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We provide some examples of `MLPro <https://github.com/fhswf/MLPro.git>`_'s GT implementation, which is available on our GitHub file. | ||
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- File 06: `(GT) Run multi-player with own policy in multicartpole game board <https://github.com/fhswf/MLPro/blob/main/examples/gt/Howto%2006%20-%20(GT)%20Run%20multi-player%20with%20own%20policy%20in%20multicartpole%20game%20board.py>`_ | ||
- File 07: `(GT) Train own multi-player with multicartpole game board <https://github.com/fhswf/MLPro/blob/main/examples/gt/Howto%2007%20-%20(GT)%20Train%20own%20multi-player%20with%20multicartpole%20game%20board.py>`_ | ||
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Moreover, you can find the UML diagram of MLPro's GT funcionalities `here <https://github.com/fhswf/MLPro/tree/main/doc/gt>`_. |
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Reinforcement Learning | ||
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We provide some examples of `MLPro <https://github.com/fhswf/MLPro.git>`_'s RL funcionalities implementation, which is available on our GitHub file. | ||
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- File 01: `(RL) Types of reward <https://github.com/fhswf/MLPro/blob/main/examples/rl/Howto%2001%20-%20(RL)%20Types%20of%20reward.py>`_ | ||
- File 02: `(RL) Run agent with own policy with gym environment <https://github.com/fhswf/MLPro/blob/main/examples/rl/Howto%2002%20-%20(RL)%20Run%20agent%20with%20own%20policy%20with%20gym%20environment.py>`_ | ||
- File 03: `(RL) Train agent with own policy on gym environment <https://github.com/fhswf/MLPro/blob/main/examples/rl/Howto%2003%20-%20(RL)%20Train%20agent%20with%20own%20policy%20on%20%20gym%20environment.py>`_ | ||
- File 04: `(RL) Run multi-agent with own policy in multicartpole environment <https://github.com/fhswf/MLPro/blob/main/examples/rl/Howto%2004%20-%20(RL)%20Run%20multi-agent%20with%20own%20policy%20in%20multicartpole%20environment.py>`_ | ||
- File 05: `(RL) Train multi-agent with own policy on multicartpole environment <https://github.com/fhswf/MLPro/blob/main/examples/rl/Howto%2005%20-%20(RL)%20Train%20multi-agent%20with%20own%20policy%20on%20multicartpole%20environment.py>`_ | ||
- File 06: `(RL) A2C Implementation <https://github.com/fhswf/MLPro/blob/main/examples/rl/Howto%2006%20-%20(RL)%20A2C%20Implementation.py>`_ | ||
- File 08: `(RL) Run own agents with petting zoo environment <https://github.com/fhswf/MLPro/blob/main/examples/rl/Howto%2008%20-%20(RL)%20Run%20own%20agents%20with%20petting%20zoo%20environment.py>`_ | ||
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Moreover, you can find the UML diagram of MLPro's RL funcionalities `here <https://github.com/fhswf/MLPro/tree/main/doc/rl>`_. |
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User Interface | ||
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We provide some examples of `MLPro <https://github.com/fhswf/MLPro.git>`_'s SciUI funcionalities implementation, which is available on our GitHub file. | ||
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- File 01: `(SciUI) - Reuse of interactive 2D,3D input space <https://github.com/fhswf/MLPro/blob/main/examples/sciui/Howto%2001%20(SciUI)%20-%20Reuse%20of%20interactive%202D%2C3D%20input%20space.py>`_ | ||
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Moreover, you can find the UML diagram of MLPro's UI funcionalities `here <https://github.com/fhswf/MLPro/tree/main/doc/sciui>`_. |
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