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项目作者： real-tintin

项目描述 ：
MATLAB AI tool for creation, training and testing of Neural Networks.
高级语言： MATLAB
项目地址: git://github.com/real-tintin/matai.git
创建时间： 2020-02-28T09:21:43Z
项目社区：https://github.com/real-tintin/matai
开源协议：
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matai

MATLAB AI tool for creation, training and testing of Neural Networks. Useful as a learning platform for the concepts of Artificial Neural Networks.

Prerequisites

  • MATLAB (>= R2014b)

Getting Started

Just run and start modify the example scripts MainANN_SimpleData.m and MainANN_MNISTData.m. A lot of customization regarding design and tuning of the network exist, see the example scripts for all available features.

Analysis

Console

  1. *** Training started 2020-02-28 15:49:47 ***
  2.     Layers        :   6
  3.     Neurons       :   1154 (784x192x96x48x24x10)
  4.     Batch size    :   100
  5.     Epochs        :   5
  6.        + Epoch 1
  7.            Train error: 10.32 %
  8.        + Epoch 2
  9.            Train error: 6.27 %
  10.        + Epoch 3
  11.            Train error: 4.17 %
  12.        + Epoch 4
  13.            Train error: 4.02 %
  14.        + Epoch 5
  15.            Train error: 3.27 %
  16.     Training time  :   15.0164 s
  17. *** Training completed 2020-02-28 15:50:02 ***
  18. Train error: 3.27 %
  19. Test error: 3.92 %

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