https://github.com/lucifier129/factor-network
A simple factor network implementation written by JavaScript
https://github.com/lucifier129/factor-network
backpropagation-learning-algorithm flappy-bird neural-network neuroevolution
Last synced: 26 days ago
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A simple factor network implementation written by JavaScript
- Host: GitHub
- URL: https://github.com/lucifier129/factor-network
- Owner: Lucifier129
- License: mit
- Created: 2017-03-28T03:13:05.000Z (about 8 years ago)
- Default Branch: master
- Last Pushed: 2018-01-17T15:59:45.000Z (over 7 years ago)
- Last Synced: 2025-03-29T22:06:52.561Z (about 1 month ago)
- Topics: backpropagation-learning-algorithm, flappy-bird, neural-network, neuroevolution
- Language: JavaScript
- Homepage: https://lucifier129.github.io/factor-network/examples/build/
- Size: 35.9 MB
- Stars: 540
- Watchers: 19
- Forks: 71
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# factor-network
A simple factor-network implementation written by JavaScript
## Demo
### Flappy-Bird
- [Flappy-Bird-Of-Neuroevolution-Without-Labeled-Data](https://lucifier129.github.io/factor-network/examples/build/#Flappy-Bird-Of-Neuroevolution-Without-Labeled-Data)
- [Flappy-Bird-Of-Neuroevolution-With-Labeled-Data](https://lucifier129.github.io/factor-network/examples/build/#Flappy-Bird-Of-Neuroevolution-With-Labeled-Data)
- [Flappy-Bird-Of-Back-Propagation](https://lucifier129.github.io/factor-network/examples/build/#Flappy-Bird-Of-Back-Propagation)
- [Flappy-Bird-Of-Ten-Masters](https://lucifier129.github.io/factor-network/examples/build/#Flappy-Bird-Of-Ten-Masters)
These demo is inspired by [FlappyLearning](https://github.com/xviniette/FlappyLearning)
### MNIST
- [MNIST-Handwritten-Digit-Of-Back-Propagation](https://lucifier129.github.io/factor-network/examples/build/#MNIST-Handwritten-Digit-Of-Back-Propagation)
### 2048
- [Game-2048: Monte-Carlo Method](https://lucifier129.github.io/factor-network/examples/build/#Game-2048-Of-Monte-Carlo-Method)
- [Game-2048: Monte-Carlo Tree Search](https://lucifier129.github.io/factor-network/examples/build/#Game-2048-Of-Monte-Carlo-Tree-Search)
## Knowledge
- [Artificial neural network](https://en.wikipedia.org/wiki/Artificial_neural_network)
- [Neuroevolution](http://www.scholarpedia.org/article/Neuroevolution)
- [Backpropagation](https://en.wikipedia.org/wiki/Backpropagation)
- [Principles of training multi-layer neural network using backpropagation](http://galaxy.agh.edu.pl/~vlsi/AI/backp_t_en/backprop.html)
- [Monte Carlo method](https://en.wikipedia.org/wiki/Monte_Carlo_method)
- [Monte Carlo tree search](https://en.wikipedia.org/wiki/Monte_Carlo_tree_search)