official implementation for "DistDF: Time-series Forecasting Needs Joint-distribution Wasserstein Alignment".

Install

Please follow the instructions in requirements.txt to install the dependencies.

Usage

cd DistDF

# for ETT
bash scripts/Fredformer.sh

# for ECL, Traffic, Weather and PEMS
bash scripts/TimeBridge.sh