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building neural network from the buttom using numpy

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mnist-with-numpy

  • author: baiji.liu
  • 用于mnist手写数字识别,从最底层用numpy实现的DNN模块
  • 模块化设计的网络结构,具备可扩展性
  • 于一年前写出,近日有小伙伴请教,决定放上来供大家交流学习
  • 如有帮助给个star呗~

使用帮助

  • 请使用jupyter notebook打开
  • 包含各个步骤的中间结果,方便查看
  • 包含了mnist的手写数字数据集,支持python3.6.5
  • 需要安装读取mnist数据的包:
    pip3 install python-mnist
    

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building neural network from the buttom using numpy

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