《图解深度学习》+山下隆义+张弥+密码:GCEDM359
代码说明:
《图解深度学习》是从深度学习的发展历程讲起的,从理论和实践两个方面介绍了深度学习的各种方法,以及深度学习在图像识别等领域的应用案例。内容图文并茂,涉及神经网络、卷积神经网络、受限玻尔兹曼机、自编码器、泛化能力的提高, 并介绍了包括Theano、Pylearn2、Caffe、DIGITS、Chainer 和TensorFlow等深度学习工具的安装和使用方法。书如其名,《图解深度学习》图例非常丰富,清晰直观,适合所有对深度学习感兴趣的读者阅读("Graphic in-depth learning" starts from the development process of in-depth learning. It introduces various methods of in-depth learning from both theoretical and practical aspects, as well as application cases of in-depth learning in image recognition and other fields. The contents are full of pictures and texts, including the improvement of neural network, convolution neural network, restricted Boltzmann machine, self-encoder and generalization ability. The installation and use methods of deep learning tools including Theano, Pylearn2, Caffe, DIGITS, Chainer and TensorFlow are also introduced. As its name implies, the legend of "Graphic in-depth learning" is very rich, clear and intuitive, suitable for all readers interested in in in-depth learning to read.)
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