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反向传播算法数学推导及代码实现

目录结构

  • 可变隐藏层 BackPropagation_include_math.ipynb
  • 简单实现 BackPropagation_simple_implement.ipynb
  • 数学推导 MathBP.ipynb
  • 数学推导 MathBP.pdf

拟合函数效果展示

损失函数

sin_loss

效果函数

sin_regression

数学推导

下面图片为截图,完整版见MathBP.pdf math

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反向传播算法推导及其Python实现

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