Dopamine

Machine learning for iOS and macOS. (Educational purposes.)

Features

• Skip-gram (inspired from word2vec).
• Neural network. Available features:
  • Functions: affine.
  • Activation functions: RELU, sigmoid, hyperbolic tangent.
  • Loss functions: softmax + cross entropy error.
  • Optimization: standard gradient descent, Rms Prop, Adam.
• GRU (gated recurrent unit), experimental.

Installation

CocoaPods

source 'https://github.com/rsahara/pods.git'
pod 'Dopamine'

License

MIT license.

Copyright 2017 Runo Sahara.