VEWOXIC / TGTSF

Official implementation of TGTSF in "Beyond Trend and Periodicity: Guiding Time Series Forecasting with Textual Cues"

TGTSF: Text Guided Time Series Forecasting

We only provide the toy dataset for the demo. We are working on uploading the rest of datasets. Especially the weather-large.

We will update the link here: TODO

You may need to do the pre-embedding using scripts provided in the dataset folder.

The main model is TGTSF_torch. Other versions are deprecated.

We will update the paper on arxiv from time to time. Keep updated here: https://arxiv.org/abs/2405.13522