Dense neural network tester

GUI Neural network tester for classification MNIST dataset, with fully connected layers, based on Java, JavaFX and Nd4j

Background

This project was created for educational purposes. It was intendent to create neural network in Java from scratch and present results in GUI app. The project uses Maven, Nd4j as math library and was developed in IntelliJ IDEA. As a dataset was used MNIST.

Features

• images preview,
• setting the number of layers and neurons in each layer,
• setting dataset size, mni batch size and number of epochs
• setting learnign factor Eta.
• visualisation of accuracy and loss function.