Anomaly-Detection (AD) - Offline mode

Toolkit for offline AD

1. Univariate Anomaly Detection

1.1. Anomaly Detection for Univariate Time Series Data

Use rolling mean and std to build normal range of data

2. High Dimensional Anomaly Detection

2.1. Subspace-based Anomaly Detection