Product LaunchHugging Face

Ensemble forecasting with IBM Granite time-series models

#time-series#forecasting#ensemble#ibm#granite

English

IBM has introduced the Granite Timeseries Ensemble, a forecasting tool that combines four pre-trained time-series models to provide improved predictions without the need for retraining. The ensemble offers two methods for combining forecasts: a Probabilistic Ensemble and an adaptive IQR Ensemble, allowing users to choose the best approach based on their data and forecasting needs.

中文

IBM推出了Granite时间序列集成工具，该工具结合了四个预训练的时间序列模型，以提供无需重新训练的改进预测。该集成提供了两种组合预测的方法：概率集成和自适应IQR集成，允许用户根据其数据和预测需求选择最佳方法。