https://github.com/icekhan13/anomaly-detection-libs

Simple libraries for anomaly (outlier) detection
https://github.com/icekhan13/anomaly-detection-libs

anomaly-detection clustering kmeans ldcof outlier-detection python unsupervised-learning

Last synced: about 1 year ago
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Simple libraries for anomaly (outlier) detection

• Host: GitHub
• URL: https://github.com/icekhan13/anomaly-detection-libs
• Owner: IceKhan13
• Created: 2017-08-04T13:10:44.000Z (almost 9 years ago)
• Default Branch: master
• Last Pushed: 2018-06-27T22:42:44.000Z (almost 8 years ago)
• Last Synced: 2025-04-01T12:50:51.221Z (about 1 year ago)
• Topics: anomaly-detection, clustering, kmeans, ldcof, outlier-detection, python, unsupervised-learning
• Language: Python
• Homepage:
• Size: 167 KB
• Stars: 9
• Watchers: 2
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
Unsupervised anomaly detection libs

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[![CircleCI](https://circleci.com/gh/IceKhan13/anomaly-detection-libs/tree/master.svg?style=svg)](https://circleci.com/gh/IceKhan13/anomaly-detection-libs/tree/master)

Available algorithms:

- [ ] kNN

- [ ] kthNN

- [x] LOF (is available in scikit-learn package)

- [ ] COF

- [ ] INFLO

- [ ] LoOP

- [ ] LOCI

- [ ] aLOCI

- [ ] CBLOF

- [ ] uCBLOF

- [x] LDCOF

- [ ] CMGOS

- [ ] HBOS

- [ ] rPCA

- [ ] CMGOS

- [x] One-class SVM (is available in scikit-learn package)

@author Iskandar Sitdikov