Tutorials for APRIL-ANN toolkit.
- MNIST data loading describes the loading of training, validation and test data for MNIST digits task.
- MNIST with MLPs, digits recognition task using a one hidden layer MLP. This tutorial achieves a test error of 1.89% in 14 minutes.
- MNIST with CNNs, digits recognition task using a Convolutional Neural Network. This tutorial achieves a test error of 0.92% in 142 minutes.