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README.md

MachinaPlays

An Unreal Engine 4 Machine Learning Project. The default project is a ANN classifying poker hands. Although, there might be future machine learning things.

This contains 2 plugins and an unreal engine 4 project that combines the two. The first plugin is a Deck of Cards, it has a plethora of functionality for the use of a deck of cards. It also contains a few simple poker game functions like anyalzing the rank of a poker hand. The second plugin is a simple but powerful artificial neural network.

We will try and feed it generative labeled data and predict the ranks of any given hand of cards.

Note: I'm going to clarify something, Classifying a set of 5 cards to a poker hand rank is a pretty useless task and is a good example of a bad problem to apply NN with. This is the point.

Relevant UnrealEngine4 forum thread https://forums.unrealengine.com/showthread.php?113783-Neural-Network-A-journey-into-the-mind&p=581938&viewfull=1#post581938

In the future i hope to explore many other machine learning fun. Like generating anything from music to art, maybe we could create a robot to create games and finally have one of those Make a Game button.

MIT License

Copyright (c) 2016 Robert Chubb

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

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An Unreal Engine 4 Machine Learning Project. The default project is a ANN classifying poker hands. Although, there might be future machine learning things.

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