The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.
Apply the spectral residual algorithm to data, such as a time series, to detect anomalies. Anomaly scores can be used to determine outliers based upon a threshold or fed into more sophisticated prediction models. Methods are based upon "Time-Series Anomaly Detection Service at Microsoft", Ren, H., Xu, B., Wang, Y., et al., (2019) <doi:10.48550/arXiv.1906.03821>.
| Version: | 0.1.1 |
| Imports: | stats, utils |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2024-09-15 |
| DOI: | 10.32614/CRAN.package.spectralAnomaly |
| Author: | Allen OBrien [aut, cre, cph] |
| Maintainer: | Allen OBrien <allen.g.obrien at gmail.com> |
| BugReports: | https://github.com/al-obrien/spectralAnomaly/issues |
| License: | MIT + file LICENSE |
| URL: | https://al-obrien.github.io/spectralAnomaly/, https://github.com/al-obrien/spectralAnomaly |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | spectralAnomaly results |
| Reference manual: | spectralAnomaly.pdf |
| Package source: | spectralAnomaly_0.1.1.tar.gz |
| Windows binaries: | r-devel: spectralAnomaly_0.1.1.zip, r-release: spectralAnomaly_0.1.1.zip, r-oldrel: spectralAnomaly_0.1.1.zip |
| macOS binaries: | r-release (arm64): spectralAnomaly_0.1.1.tgz, r-oldrel (arm64): spectralAnomaly_0.1.1.tgz, r-release (x86_64): spectralAnomaly_0.1.1.tgz, r-oldrel (x86_64): spectralAnomaly_0.1.1.tgz |
Please use the canonical form https://CRAN.R-project.org/package=spectralAnomaly to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.