August 2014
Intermediate to advanced
66 pages
1h 25m
English
Content preview from Practical Machine Learning: A New Look at Anomaly DetectionBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Appendix A. Additional Resources
GitHub
For the code mentioned in this publication:
- Code for t-digest
- https://github.com/tdunning/t-digest
- EKG anomaly detection example
- https://github.com/tdunning/anomaly-detection
- Simple event sequence model example
- https://github.com/tdunning/sequencemodel
Apache Mahout Open Source Project
The clustering algorithm mentioned in this publication is from Apache Mahout.
For more information on the Apache Mahout project for scalable machine learning, please visit the Mahout website. This project welcomes participation. Please feel free to subscribe to the user or developer mailing lists, check the mail archives to see discussions, and follow the community on Twitter at @ApacheMahout.
Additional Publications
To learn how to build a simple but powerful recommendation system, please download Practical Machine Learning: Innovations in Recommendation, also written by Ted Dunning and Ellen Friedman.
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