NeuralNet32

A practice library for simply implementing a simple neural network.

シンプルなニューラルネットワークをシンプルに実装するための自分練習用ライブラリ。

License

"NeuralNet32" is under MIT license.

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Network function

• backpropagation
• optimizer algolithm
  • AdaBelief
  • AdaBound
  • AdaDelta
  • AdaGrad
  • Adam
  • AdaMax
  • AMSBound
  • AMSGrad
  • Momentum
  • NAdam
  • NAG
  • RMSprop
  • RMSpropGraves
  • SGD
  • SMORMS3
• activation function
  • ReLU
  • tanhExp
  • Softmax
• weights initialization
  • He
  • Xavier
  • standard normal distribution
  • all same value
• loss
  • entoropy error
• dropout
• batch learning