Conditional Time Series Forecasting with Convolutional Neural Networks

Anastasia Borovykh, Sander Bohte, Cornelis W. Oosterlee

We present a method for conditional time series forecasting based on an adaptation of the recent deep convolutional WaveNet architecture. The proposed network contains stacks of di…