Copyright | (c) Alexander Ignatyev 2017 |
---|---|

License | BSD-3 |

Stability | experimental |

Portability | POSIX |

Safe Haskell | None |

Language | Haskell2010 |

Various Weight Initialization algorithms.

# Documentation

nguyen :: RandomGen g => (Int, Int) -> Rand g (Matrix, Matrix) Source #

Weight Initialization Algorithm discussed in Nguyen at al.: https://web.stanford.edu/class/ee373b/nninitialization.pdf Nguyen, Derrick, Widrow, B. Improving the learning speed of 2-layer neural networks by choosing initial values of adaptive weights. In Proc. IJCNN, 1990; 3: 21-26.