Multiple Time Series Forecasting with Temporal Convolutional Networks (TCN) in Python

In this article you will learn an easy, fast, step-by-step way to use Convolutional Neural Networks for multiple time series forecasting in Python. We will use the NeuralForecast library which implements the Temporal Convolutional Network (TCN) architecture. Temporal Convolutional Network (TCN) This architecture is a variant of the Convolutional Neural Network (CNN) architecture that is specially designed for time series forecasting. It was first presented as WaveNet. Source: WaveNet: A Generative Model for Raw Audio...

February 12, 2023 · 13 min · Mario Filho