Salesforce Open-Sources Merlion: A One-Stop Shop for Time Series Intelligence

Salesforce has open-sourced Merlion, a powerful Python library for time series intelligence. It provides an end-to-end machine learning framework, covering data loading, model building, post-processing, and performance evaluation. Merlion supports various time series learning tasks, including forecasting, anomaly detection, and change point detection. It offers easy-to-use default models and AutoML capabilities, enabling engineers and researchers to rapidly develop and benchmark models. Furthermore, it supports visualization and distributed computation, making it ideal for handling industrial-scale time series applications.