Merlion is a Salesforce-built machine learning framework focused on time series data. It provides an end-to-end pipeline covering data loading, transformation, model building, training, post-processing, and evaluation. The library supports both univariate and multivariate time series for tasks including forecasting, anomaly detection, and change point detection, with benchmarking capabilities across multiple datasets.