Figure 1: Generating Synthetic Data Using a Variational Autoencoder This article assumes you have an intermediate or better familiarity with a C-family programming language, preferably Python, and a ...

Next, the demo program creates a CNN network that has two convolutional layers and three linear layers ... Figure 1: CNN for MNIST Data Using PyTorch Demo Run After training, the demo program computes ...

Learn how to create a simple neural network, and a more accurate convolutional neural network, with the PyTorch deep learning ... is that you create all your layers in the constructor, then ...