Anomaly detection in time series with Python

Abstract

A hands-on lesson on detecting outliers in time series data using Python.

Large Language Models for Time Series Anomaly Detection

• “Can LLMs Serve As Time Series Anomaly Detectors?” [arXiv 2024] : https://arxiv.org/abs/2408.03475
• “Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly Detection.”[arXiv 2024] : https://arxiv.org/abs/2405.15370

AXIS: EXPLAINABLE TIME SERIES ANOMALY DETECTION WITH LARGE LANGUAGE MODELS