List of implementation of SOTA deep anomaly detection methods
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Dec 28, 2021
#
one-class-classification
Here are 45 public repositories matching this topic...
a time series anomaly detection method based on the calibrated one-class classifier
time-series outlier-detection anomaly-detection self-supervised-learning one-class-classification uncertainty-modeling
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Jul 25, 2025 - Python
Code underlying our publication "Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection" at ICPR2020
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Nov 25, 2022 - Python
Fast Incremental Support Vector Data Description implemented in Python
iot paper svm outlier-detection svm-learning aaai online-learning online-algorithms anomaly-detection gaussian-kernel online-learning-algorithms one-class-svm svdd one-class-classification outlier-detection-algorithm aaai2019 aaai19 aaai-19 support-vectors
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Sep 15, 2020 - Python
A scikit-learn compatible library for anomaly detection
data-science machine-learning data-mining statistics scikit-learn outlier-detection anomaly-detection novelty-detection one-class-classification
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Oct 7, 2018 - Python
Repository for the paper "Rethinking Assumptions in Anomaly Detection"
python machine-learning deep-learning python3 pytorch anomaly-detection one-class-learning one-class-classification deep-anomaly-detection
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Oct 3, 2023 - Python
Official code for 'Deep One-Class Classification via Interpolated Gaussian Descriptor' [AAAI 2022 Oral]
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Oct 29, 2025 - Python
Prior Generating Networks for Anomaly Detection
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Nov 6, 2020 - Python
Code for paper 'Avoid touching your face: A hand-to-face 3d motion dataset (covid-away) and trained models for smartwatches'
visualization optimization gyroscope accelerometer dataset-creation pickle sensor-fusion smartwatch cnn-model barometric-pressure local-outlier-factor one-class-svm iforest features-extraction tflite one-class-classification rotation-vectors covid-19 3d-motion
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Jul 23, 2022 - Python
Deep One-Class Classification using Intra-Class Splitting
python deep-learning keras anomaly-detection one-class-learning one-class one-class-classification intra-class-splitting
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Jun 25, 2019 - Python
A Julia package for Support Vector Data Description.
classification outlier-detection anomaly-detection svdd one-class-classification support-vector-data-description
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Jan 16, 2022 - Julia
Codebase for the ICKG 2023 paper: "GLAD: Content-aware Dynamic Graphs For Log Anomaly Detection".
transformers information-extraction anomaly-detection few-shot-learning graph-neural-networks one-class-classification
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Feb 16, 2024 - Python
Multimodal Subspace Support Vector Data Description
dimensionality-reduction subspace-learning multimodal anamoly-detection one-class-classification multimodal-one-class-classification
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Mar 15, 2023 - MATLAB
Ellipsoidal Subspace Support Vector Data Description
machine-learning machine-learning-algorithms subspace-learning anomaly-detection one-class-classification
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Feb 24, 2022 - MATLAB
Code for "Multi-Scale One-Class Recurrent Neural Networks for Discrete Event Sequence Anomaly Detection" @ SIGKDD2021
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Jun 8, 2024 - Python
A Julia package for One-Class Active Learning.
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Mar 2, 2021 - Julia
Subspace Support Vector Data Description
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Feb 24, 2022 - MATLAB
A set of tools to rank molecular pairs by their similarity to components of co-crystal reported in the CSD.
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Jan 14, 2022 - Jupyter Notebook
Semi-supervised anomaly detection method
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Mar 2, 2026 - Python
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