Informer

Multivariate Probabilistic Time Series Forecasting with Informer

A Hugging Face blog post introduces the Informer model for multivariate probabilistic time series forecasting. The post covers the architecture and usage of Informer, which uses a sparse attention mechanism (ProbSparse) to handle long sequences more efficiently than standard Transformers. It demonstrates how to use the model via the Hugging Face Transformers library for forecasting tasks.