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deep-learning-from-scratch

《深度学习入门-基于Python的理论与实现》,包含源代码和高清PDF(带书签)。
相信您寻找pdf、源代码已经很久了,是的,这里免费提供大家一起学习进步,如果帮到您希望您可以Star
本项目将持续更新自己的学习笔记,欢迎一起交流。

文件结构文件夹

名称 描述
ch01 第1章使用的源代码
ch02 第2章使用的源代码
... ...
ch08 第8章使用的源代码
common 共同使用的源代码
dataset 数据集用的源代码
learningnotes 学习笔记

必要条件

执行源代码需要安装以下环境:

  • Python 3.x
  • NumPy
  • Matplotlib

执行方法

前进到各章节的文件夹,执行Python命令。

$ cd ch01
$ python man.py

$ cd ../ch05
$ python train_nueralnet.py

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