深度学习资料汇总

1. 入门

    Neural Network(别名)：Deep Learning

    1)  Machine Learning Mastery(初学者、从业人员、高级人员)      

    2)  Convolutional Neural Networks for Visual Recognition (Standford: learn to implement, train and debug)

    3)  Python Numpy Tutorial

    4)  Neural Networks and Deep Learning

    5)  Neural Networks for Machine Learning (Geoffrey Hinton)

    6)  Machine Learning: 2014-2015(Nando de Freitas Oxford)

    7)  

2. 进阶

    1) Deep Learning Book

    2) Recurrent Neural Networks

        - The Unreasonable Effectiveness of Recurrent Neural Networks
        - Neural Networks (General)
        - Understanding LSTM Networks

    3) Deep learning frameworks
        - Tensorflow (by Google) tutorials
        - Torch (by Facebook)
        - Theano (by MILA)

   4) Evaluation of Deep Learning Frameworks

   5)

3. Models

    1) Caffe Model Zoo: Lots of pretrained ConvNets 

参考：

1） http://ofir.io/How-to-Start-Learning-Deep-Learning/

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