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lucidrains/iTransformer

Unofficial PyTorch implementation of iTransformer, a transformer architecture for state-of-the-art time series forecasting.

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iTransformer
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This repository provides a working implementation of the iTransformer model from Tsinghua University and Ant Group. The model applies transformer attention mechanisms to multivariate time series data, projecting each variate into token representations to capture cross-variate correlations. It supports configurable prediction horizons, reversible instance normalization, and multi-token per variate settings.

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