Build an AI Programmer using Recurrent Neural Network (1)

Recurrent Neural Networks (RNNs) are gaining a lot of attention in recent years because it has shown great promise in many natural language processing tasks. Despite their popularity, there are a limited number of tutorials which explain how to implement a simple and interesting application using the state-of-art tools. In this series, we will use a recurrent neural network to train an AI programmer, which can write Java code like a real programmer. This post shows the steps to construct an LSTM neural network and use it to generate Java code like a programmer. If you follow the post, running the code is just one click away.