ROADMAP.md

RoadMap

v1.0.0 (released)

• Supports anomaly detection framework for streaming time series.
• Supports various anomaly detection algorithm.
• Supports anomaly suppression.
• Supports severity level classification.

v1.1.0 (2023.02)

• Time series anomaly detection.
  • MARINA (CIKM '22).
  • CAE-Ensemble (VLDB '21).
  • Long-term period anomaly detection algorithm.
• Time series periodicity detection.
• Unsupervised time series feature classification.

v1.2.0 (2023.05)

• Time series forecasting.
  • METRO (VLDB '21).
  • AUTOGP (submitted to SIGMOD '23).
• Supervised time series feature classification.