https://github.com/vlall/swift-brain

Artificial intelligence/machine learning data structures and Swift algorithms for future iOS development. bayes theorem, neural networks, and more AI.
https://github.com/vlall/swift-brain

neural-network swift swift-brain

Last synced: 3 days ago
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Artificial intelligence/machine learning data structures and Swift algorithms for future iOS development. bayes theorem, neural networks, and more AI.

• Host: GitHub
• URL: https://github.com/vlall/swift-brain
• Owner: vlall
• License: mit
• Created: 2014-06-08T02:13:50.000Z (over 10 years ago)
• Default Branch: master
• Last Pushed: 2017-05-23T01:00:12.000Z (over 7 years ago)
• Last Synced: 2024-08-15T17:57:41.869Z (3 months ago)
• Topics: neural-network, swift, swift-brain
• Language: Swift
• Homepage:
• Size: 77.1 KB
• Stars: 334
• Watchers: 37
• Forks: 50
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.md

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README

        
# Swift Brain

The first neural network / machine learning library written in Swift. This is a project for AI algorithms in Swift for iOS and OS X development. This project includes algorithms focused on Bayes theorem, neural networks, SVMs, Matrices, etc.. Feel free to contribute.

### Development

  Tools:

- [x] Matrix operations

 Machine Learning algorithms

- [ ] Basic regressions

- [x] Kalman filter 

- [x] Neural networks

- [x] Support vector machines

- [ ] Bayesian Classifiers 

- [ ] Clustering

- [ ] Self Organizing

 Statistics

- [ ]  Bayes theorem/naive classifier

- [ ]  Markov model

### Installation and Setup

Podfile coming

### Working Example Application coming.