Various ways of writing Neural Network with Flux: to write complex model

Abstract

Flux is one of the deep learning packages in Julia. It is flexible and easy to use. But, there are not enough examples to grasp the points, although the official documents and model zoo somehow work. So, here, on this article, I'll write down some types of model and the points where I was caught. I'm still on the phase of exploring Flux by reading the source code and trial-error. So, if you find something strange or mistake, please let me know.
On this article, I'll use Julia version 0.6.2.

Convolutional Neural Network with Julia: Flux

Abstract

Here, I'll make a convolutional neural network model by Flux with Julia. In the article, Deep learning with Julia: introduction to Flux, I made simple neural network with Flux. Neural network, especially convolutional neural network, is quite efficient in image classification area. So, this time, I'll make the convolutional neural network model to image classification.

Deep learning with Julia: introduction to Flux

Abstract

On this article, I'll try simple regression and classification with Flux, one of the deep learning packages of Julia.