Anomalib
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Pyod | 7,751 |  | 3 | 60 | 4 months ago | 90 | November 18, 2023 | 189 | bsd-2-clause | Python |
| A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection) | ||||||||||
| Anomaly Detection Resources | 7,616 | 5 months ago | 10 | agpl-3.0 | Python | |||||
| Anomaly detection related books, papers, videos, and toolboxes | ||||||||||
| Anomalib | 2,796 | 3 months ago | 80 | apache-2.0 | Python | |||||
| An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference. | ||||||||||
| Orion | 962 |  | 1 | 11 days ago | 39 | November 10, 2023 | 37 | mit | Python | |
| A machine learning library for detecting anomalies in signals. | ||||||||||
| Adbench | 609 | 9 months ago | 16 | August 02, 2023 | 9 | bsd-2-clause | Python | |||
| Official Implement of "ADBench: Anomaly Detection Benchmark". | ||||||||||
| Handson Unsupervised Learning | 604 | 3 months ago | 10 | Jupyter Notebook | ||||||
| Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media) | ||||||||||
| Tranad | 450 | 6 months ago | bsd-3-clause | Python | ||||||
| [VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training. | ||||||||||
| Padim Anomaly Detection Localization Master | 313 | 10 months ago | 21 | apache-2.0 | Python | |||||
| This is an unofficial implementation of the paper “PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization”. | ||||||||||
| Isolation Forest | 211 | 1 | 7 months ago | 4 | April 01, 2023 | other | Scala | |||
| A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm. | ||||||||||
| Pysad | 200 |  | 1 | 6 months ago | 3 | October 06, 2023 | 1 | bsd-3-clause | Python | |
| Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data) | ||||||||||
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