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Deep Learning Course Codes

Notes, Codes, and Tutorials for the Deep Learning Course at ChinaHadoop

注意每一份代码分别有Jupyter Notebook, Python, 以及HTML三种形式,大家可以按照自己的需求阅读,学习或运行。 运行时需要注意anaconda的版本问题,anaconda2-4.4.0与anaconda3-4.4.0分别对应python2.7与python3.6环境。

重要参考资料:Deep Learning Book读书笔记

第一讲:深度学习课程总览与神经网络入门

代码示例:TensorFlow基础与线性回归模型(TensorFlow, PyTorch)

第二讲:传统神经网络

代码示例:K近邻算法,线性分类,以及多层神经网络(TensorFlow, PyTorch)

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