salesforce/Merlion
Merlion: A Machine Learning Framework for Time Series Intelligence
ArchivedCombines statistical, tree-based, and deep learning models under a unified API for forecasting, anomaly detection, and change point detection on univariate and multivariate time series. Includes AutoML for hyperparameter tuning, post-processing rules to reduce false positives, ensemble capabilities, and a PySpark distributed backend for production-scale workloads. Provides standardized data loaders, flexible evaluation pipelines that simulate live deployment scenarios, and native visualization with an interactive web dashboard.
4,477 stars.
Stars
4,477
Forks
355
Language
Python
License
BSD-3-Clause
Category
Last pushed
Mar 11, 2026
Commits (30d)
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