Description
Merlion (by Salesforce) provides a framework for building time-series models with a focus on anomaly detection and forecasting. It includes multiple algorithms, utilities for evaluation, and building blocks to compose detection pipelines. Merlion is a good fit for teams that want to run anomaly detection on time-series signals in Python without relying on a managed platform.
Details
- Pricing model: free
- License: open_source
- API: Available · Docs
Alternatives
More tools from Anomaly Detection & Alerts.
ServiceNow ITOM (AIOps)
IT operations management suite that uses AIOps to detect anomalies, correlate events, and automate response.
IBM Cloud Pak for AIOps
Enterprise AIOps platform for event intelligence, anomaly detection, and incident automation across tools.
Anodot
AI-powered anomaly detection for business and operational metrics with automated root-cause insights.
Instana
Application performance monitoring with automated anomaly detection across services, traces, and infrastructure.
Amazon CloudWatch Outlier Detection
Built-in anomaly (outlier) detection for AWS CloudWatch metrics to create adaptive baselines and alarms.
Chronosphere
Cloud-native observability platform for large-scale metrics with strong alerting and operational insights.