salesforce/Merlion

Health v2 · maintenance only

Flags: archived

Adoption not part of the score

4491 stars · 358 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Merlion is a Python library from Salesforce providing an end-to-end machine learning framework for time series intelligence, covering forecasting, anomaly detection, and change point detection. It unifies data loading, model training, AutoML hyperparameter tuning, post-processing, and benchmarking under a shared API.

Use cases

• forecast future values of a time series
• detect anomalies in univariate or multivariate time series
• detect change points in streaming metrics
• automatically tune and select time series models with automl
• benchmark forecasting and anomaly detection models across datasets
• forecast with exogenous regressors

When to choose

• you need a unified Python API for multiple time series tasks like forecasting and anomaly detection
• you want built-in AutoML and sensible default models to get started quickly
• you need standardized benchmarking across many time series datasets

When to avoid

• you need real-time low-latency production inference at scale
• you only need simple plotting or visualization of time series
• you work outside Python or need GPU-accelerated deep learning training as the primary focus

Facets

library · maturity active

machine-learning benchmarking data-science etl time-series machine-learning data-science analytics python cross-platform time-series forecasting anomaly-detection change-point-detection automl ensemble-learning

Member repositories

For agents

markdown · JSON · MCP: product_card(name="salesforce/Merlion")