Ensemble Time Series Forecasting in Python Made Easy with AutoGluon

A fast, easy, and hands-off approach to creating ensemble models for time series forecasting is using AutoGluon. AutoGluon is an open-source AutoML library for deep learning. It’s a great tool for time series forecasting because it can automatically select the best models for your data and ensemble them together to create a more accurate model. It also has a built-in feature to handle missing values and can handle large datasets....

April 24, 2023 · 12 min · Mario Filho