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 10 months ago)

Stargazers 855 (0 this week)

Watchers 36 (0 this week)

Forks 184

License mit

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RepositoryStats indexes 633,911 repositories, of these shubhomoydas/ad_examples is ranked #61,736 (90th percentile) for total stargazers, and #59,572 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #9,922/129,643.

shubhomoydas/ad_examples is also tagged with popular topics, for these it's ranked: streaming (#155/810), time-series (#108/700), gan (#100/541), generative-adversarial-network (#72/381), anomaly-detection (#41/356), timeseries (#40/206), interpretability (#23/181), adversarial-attacks (#13/140), graph-convolutional-networks (#16/112)

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: 2025-03-12 @ 10:27pm, id: 109418434 / R_kgDOBoWXwg