零、數(shù)學(xué)基礎(chǔ)方面的資料
一、用于數(shù)值計(jì)算的工具箱
? ? http://www.vlfeat.org/matconvnet/
? ? http://www.tensorfly.cn/
? ? https://www.tensorflow.org/
? ? http://playground.tensorflow.org
? ? http://torch.ch/
? ? http://deeplearning.net/software/theano/
? ? http://caffe.berkeleyvision.org/
? ? http://cntk.codeplex.com/
? ? https://chainer.org/
? ? http://mxnet.io/index.html
? ? https://keras.io/
二、實(shí)例
? ? https://github.com/fchollet/keras/tree/master/examples
三、數(shù)據(jù)源
? ? http://yann.lecun.com/exdb/mnist/
四、個(gè)人學(xué)習(xí)的網(wǎng)站
? ? http://blog.csdn.net/han_xiaoyang/article/
? ? http://www.julyedu.com/video/play/79/694
? ? http://cs231n.stanford.edu/
? ? http://deeplearning.stanford.edu/wiki/index.php/UFLDL_Tutorial
? ? http://open.163.com/special/opencourse/machinelearning.html
? ? http://lamda.nju.edu.cn/weixs/project/CNNTricks/CNNTricks.html
? ? http://www.teglor.com/b/deep-learning-libraries-language-cm569/
? ? DL四大“金剛”：從左至右依次為Yann Lecun, Geoffrey Hinton, Yoshua Bengio, Andrew Ng.
四、更多資料
? ? https://deepmind.com/
? ? https://blog.openai.com/
