This repository implements an accurate prediction algorithm based on high-dimensional short-term time series, and contains the source code of the paper Predicting Time Series by Data-Driven Spatiotemporal Information Transformation published in Information Sciences. You can download the full text on ResearchGate.
Check the notebook files in notebooks.