KAN-AD

KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold Networks (ICML2025)

Quick Start

Environment Setup

We provide a shell script prepare_env.sh to help you download the required datasets and set up the environment automatically.

bash prepare_env.sh

Running Experiments

After the environment setup is complete, you can run experiments using:

uv run run_exp.py

This will start the experimental process automatically.