Retrieval-Augmented Forecasting of Time-series (RAFT)

May 12, 2025 ยท View on GitHub

This is the official PyTorch implementation of our paper (Link), which is accepted to ICML 2025.
The code is build on the base of Time-Series-Library.

Required Packages

  • python == 3.9.13
  • numpy == 1.24.3
  • torch == 1.10.0
  • tqdm == 4.65.0

Usage

  1. Create ./data directory and place dataset files in ./data directory.
  2. Run following code.
python3 run.py --data [DATASET]