https://github.com/patrickshaw/neural

A C++ implementation of feed-forward neural networks.
https://github.com/patrickshaw/neural

ai artificial-intelligence bprop cpp machine-learning ml neural neuralnetwork rprop

Last synced: about 1 month ago
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A C++ implementation of feed-forward neural networks.

• Host: GitHub
• URL: https://github.com/patrickshaw/neural
• Owner: PatrickShaw
• License: mit
• Created: 2017-06-16T09:50:01.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2017-08-22T09:52:12.000Z (over 7 years ago)
• Last Synced: 2024-04-14T12:46:38.538Z (9 months ago)
• Topics: ai, artificial-intelligence, bprop, cpp, machine-learning, ml, neural, neuralnetwork, rprop
• Language: C++
• Homepage:
• Size: 4.25 MB
• Stars: 4
• Watchers: 4
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Neural

**Note:** Neural currently a WIP

Neural is a simple C++ framework

## What does it currently support?

### Languages

 - C++

 - [C#, VB.NET and C++/CLI](https://github.com/PatrickShaw/neural)

### Supervised Training

 - [Standard backpropagation](https://en.wikipedia.org/wiki/Backpropagation)

 - Topology trainer: Automatically configure your neural network's layout given a set of training and test data.

### Activation 

 - [Sigmoid function](https://en.wikipedia.org/wiki/Sigmoid_function)

## // TODO

 - Add the [Resilient backpropagation](https://en.wikipedia.org/wiki/Rprop) aglorithm and it's derivatives.

 - [Long short-term neural networks](https://en.wikipedia.org/wiki/Long_short-term_memory)

 - [Convulution networks](https://en.wikipedia.org/wiki/Convolutional_neural_network)