Abstract: The Autoformer model exhibits limitations in capturing local information in time series forecasting, which is crucial for improving prediction accuracy. To address this, this paper proposes ...

Abstract: In this paper a novel approach for automatically configuring a k-nearest neighbors regressor for univariate time series forecasting is presented. The approach uses an ensemble consisting of ...

This repository accompanies Advanced Forecasting with Python by Joos Korstanje (Apress, 2025). Download the files as a zip using the green button, or clone the repository to your machine using Git.

☁️ Access real-time weather data for any city with this simple Django application, utilizing the OpenWeatherMap API for accurate and reliable information.

Discover What’s Streaming On: Live from Petco Park in San Diego, the WWE presents Survivor Series: WarGames! This year’s event will once again be headlined by career-altering WarGames matches. The ...

MIAMI — The Atlantic hurricane season, which draws to an official close on Sunday, fulfilled forecasts it would be an active year. There were 13 named storms and three Category 5 hurricanes. But, for ...