DIANNE examples

This repository contains some example use case of what you can do with DIANNE.

In order to understand and run these examples, it is useful to first go through the DIANNE getting started tutorial.

Image Classification

Examples on image classification in DIANNE.

• Handwritten digit classification
• Residual Neural Networks
• ImageNet image classification

Generative modelling

These examples illustrate various generative modelling techniques.

• Variational Autoencoder
• Generative Adverserial Networks
• Text generation with LSTMs

Reinforcement learning

Examples on how to train deep reinforcement learning models in DIANNE.

• Deep Reinforcement Learning on OpenAI Gym
• Deep Q Learning on Arcade Learning Environment