https://github.com/earthgecko/skyline
Anomaly detection
https://github.com/earthgecko/skyline
anomaly anomaly-detection detection graphite influxdb prometheus python telegraf timeseries timeseries-analysis victoriametrics
Last synced: 4 months ago
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Anomaly detection
- Host: GitHub
- URL: https://github.com/earthgecko/skyline
- Owner: earthgecko
- License: other
- Created: 2014-06-04T08:33:15.000Z (almost 12 years ago)
- Default Branch: master
- Last Pushed: 2024-12-12T11:39:02.000Z (over 1 year ago)
- Last Synced: 2025-06-11T09:59:28.506Z (10 months ago)
- Topics: anomaly, anomaly-detection, detection, graphite, influxdb, prometheus, python, telegraf, timeseries, timeseries-analysis, victoriametrics
- Language: Python
- Homepage: http://earthgecko-skyline.readthedocs.io/en/latest/
- Size: 50.1 MB
- Stars: 577
- Watchers: 27
- Forks: 66
- Open Issues: 20
-
Metadata Files:
- Readme: readme.md
- Changelog: CHANGES.md
- License: LICENSE
- Roadmap: docs/roadmap.rst
Awesome Lists containing this project
- awesome-TS-anomaly-detection - Skyline - time anomaly detection system, built to enable passive monitoring of hundreds of thousands of metrics. | MIT | :heavy_check_mark: (Anomaly Detection Software)
- awesome-anomaly-detection - skyline
README
## Skyline
Skyline is a real time anomaly detection, time series analysis and performance
monitoring system, built to enable passive monitoring on metrics, without the
need to configure a model/thresholds for each one. It is designed to be used
wherever there are a large quantity of high-resolution time series which need
constant monitoring. Once a metrics stream is set up additional metrics are
automatically added to Skyline for analysis. Skyline's algorithms attempt to
automatically detect what it means for each metric to be anomalous. Once set up
and running, Skyline allows the user to train it what is not anomalous on a per
metric basis.
## Documentation
Skyline documentation is available online at http://earthgecko-skyline.readthedocs.io/en/latest/
The documentation for your version is also viewable in a clone locally in your
browser at `file:///docs/_build/html/index.html` and via the
the Skyline Webapp frontend via the docs tab.
## Free Managed Service
Anomify is cutting edge version Skyline, built and managed by the team behind
Skyline. With a brand new dashboard, full spec API, and intuitive UI, it will
help you and your organisation unlock the full power of Skyline and more.
Currently, we’re offering it as a free service for Skyline users.
Find out more at https://anomify.ai/skyline
## Other
https://gitter.im/earthgecko-skyline/Lobby