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1. deviation-network deviation-network Public

   Source code of the KDD19 paper "Deep anomaly detection with deviation networks", weakly/partially supervised anomaly detection, few-shot anomaly detection, semi-supervised anomaly detection

   Python 146 56

2. ADRepository-Anomaly-detection-datasets ADRepository-Anomaly-detection-datasets Public

   ADRepository: Real-world anomaly detection datasets, including tabular data (categorical and numerical data), time series data, graph data, image data, and video data.

   379 59

3. deep-outlier-detection deep-outlier-detection Public

   Deep distance-based outlier detection published in KDD18: Learning representations specifically for distance-based outlier detection. Few-shot outlier detection

   Python 48 13

4. mala-lab/deviation-network-image mala-lab/deviation-network-image Public

   Official PyTorch implementation of the paper “Explainable Deep Few-shot Anomaly Detection with Deviation Networks”, weakly/partially supervised anomaly detection, few-shot anomaly detection, image …

   Python 84 15

5. SOTA-Deep-Anomaly-Detection SOTA-Deep-Anomaly-Detection Public

   List of implementation of SOTA deep anomaly detection methods

   103 19

6. mala-lab/PReNet mala-lab/PReNet Public

   Official implementation of KDD'23 paper "Deep Weakly-supervised Anomaly Detection"

   Python 17 4