Code for our SIGKDD'25 paper: "BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models". The advent of universal time series forecasting models has revolutionized zero-shot ...

Abstract: Traditional statistical time series forecasting models rely on model identification methods to identify the worthiest model variants to investigate; therefore, the model parameters change ...

Demand forecasting remains one of the most complex challenges in retail management. As consumer behavior evolves rapidly, ...

Abstract: The advancement of large models has initiated a transformation in the field of time-series forecasting. Both the repurposing of existing large models and the development of large models ...

1 Analytics Department, School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, India 2 Department of Data Science, School of Computer Science and Engineering ...

The Chicago Cubs hit three home runs, including a 3-run blast by Ian Happ in the first inning, to secure a 6-0 win over the Milwaukee Brewers in Game Four of the NL Division Series, sending it back to ...

Pew Research Center conducted this study to understand how parents of kids ages 12 and younger approach their children’s technology use and screen time. For this analysis, we surveyed 3,054 parents ...

This article is part of Kotaku Deals, produced separately from the editorial team. We may earn a commission when you buy through links on the site. Earlier this year, Microsoft ramped up the price of ...

Sometimes, reading Python code just isn’t enough to see what’s really going on. You can stare at lines for hours and still miss how variables change, or why a bug keeps popping up. That’s where a ...

After some exciting Wild Card series, the Divisional Round gets underway Saturday. New customers can wager on the Cubs and Brewers, the Yankees and Blue Jays, the Dodgers at Phillies and the Tigers at ...

In this tutorial, we build an advanced agentic AI system that autonomously handles time series forecasting using the Darts library combined with a lightweight HuggingFace model for reasoning. We ...