Neural network library written in C and Javascript
Neural network library written in C and Javascript
Just include header files in your project.
for more information, see example/
$ dnf install ghostscript ocl-icd-devel
$ cd example
$ make
$ ./sin
Recognizing handwritten digits by MNIST training (example/mnist_train.c)
Recognizing pictures (example/cifar10_train.c)
Neural Network 'paints' an image (example/paint.c)
Function approximation (example/sin.c)
Convolution Autoencoder (example/mnist_cnn_autoencoder.c,example/cifar_autoencoder.c)
DCGAN (example/mnist_lsgan.c)
Autoencoder (example/mnist_autoencoder.c,example/mnist_autoencoder2.c)
VanillaGAN
Convolutional Neural Networks (example/mnist_cnn_train.c)
Neural Networks and Deep Learning [http://nnadl-ja.github.io/nnadl_site_ja/chap1.html]
Explain easy backpropagation in the universe [https://www.yukisako.xyz/entry/backpropagation]
Optimization algorithm with super easy explanation [https://qiita.com/omiita/items/1735c1d048fe5f611f80]
Basic parts of calculation graph used for backpropagation method, etc. [https://qiita.com/t-tkd3a/items/031c0a4dbf25fd2866a3]
Automatic differentiation [https://tech-lab.sios.jp/archives/21072]
Machine learning [http://hokuts.com/category/%E3%83%97%E3%83%AD%E3%82%B0%E3%83%A9%E3%83%A0/%E6%A9%9F%E6%A2%B0%E5%AD%A6%E7%BF%92/]
tiny-cnn [https://github.com/nyanp/tiny-cnn/wiki/%E5%AE%9F%E8%A3%85%E3%83%8E%E3%83%BC%E3%83%88]
CS231n Convolutional Neural Networks for Visual Recognition [http://cs231n.github.io/neural-networks-3/#anneal]
SVM [http://d.hatena.ne.jp/echizen_tm/20110627/1309188711]
Autoencoder
Convolutional Neural Networks [http://blog.yusugomori.com/post/129688163130/%E6%95%B0%E5%BC%8F%E3%81%A7%E6%9B%B8%E3%81%8D%E4%B8%8B%E3%81%99-convolutional-neural-networks-cnn]
Backpropagation [http://postd.cc/2015-08-backprop/]
Perceptron [http://tkengo.github.io/blog/2015/08/21/visual-perceptron/]