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项目作者： alexandru-dinu

项目描述 ：
Cascade-Correlation Neural Network.
高级语言： Python
项目地址: git://github.com/alexandru-dinu/cascor.git
创建时间： 2019-02-04T01:56:45Z
项目社区：https://github.com/alexandru-dinu/cascor
开源协议：MIT License
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Cascor

Code style: black

Algorithm

  1. start with simple FC (784 + 1 x 10) network
  3. repeat
  5.     train until no improvement can be made
  6.     save the state of weights up to this point
  7.     generate a set of hidden units candidates (current: 1)
  9.     for each candidate c
  10.         maximize the correlation between c's input weights and network error
  12.     insert the hidden unit with the maximum correlation
  13.     freeze its input weights
  14.     add a column of size (1, 10) to the output weights matrix
  16. until no significant improvement

Notes