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Service that performs anomaly detection on unseen time series (zero shot) using the Moment foundation model

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swiss-ai-center/ts-anomaly-detection-service

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Anomaly Detection Service using MOMENT (foundation model for time series)

This service takes as input a time series and returns the anomaly score (adjusted best F1) in a zero-shot fashion. It uses MOMENT

Check the related documentation for more information.

License for the Moment library

MIT License

Copyright (c) 2024 Auton Lab, Carnegie Mellon University Copyright (c) 2024 Swiss AI Center, HES-SO, University of Applied Sciences and Arts of Western Switzerland

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

See MIT LICENSE for details.

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Service that performs anomaly detection on unseen time series (zero shot) using the Moment foundation model

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