shubhomoydas / ad_examples

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

Date Created 2017-11-03 (7 years ago)

Commits 466 (last one 8 months ago)

Stargazers 851 (0 this week)

Watchers 37 (0 this week)

Forks 185

License mit

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RepositoryStats indexes 609,066 repositories, of these shubhomoydas/ad_examples is ranked #60,570 (90th percentile) for total stargazers, and #58,664 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #9,587/122,846.

shubhomoydas/ad_examples is also tagged with popular topics, for these it's ranked: streaming (#150/784), time-series (#105/682), gan (#99/529), generative-adversarial-network (#71/374), anomaly-detection (#41/342), interpretability (#23/170), graph-convolutional-networks (#16/111)

Other Information

shubhomoydas/ad_examples has 1 open pull request on Github, 4 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there is 1 open issue and 5 closed issues.

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updated: 2025-01-19 @ 09:05am, id: 109418434 / R_kgDOBoWXwg