List of implementation of SOTA deep anomaly detection methods
☆109Dec 28, 2021Updated 4 years ago
Alternatives and similar repositories for SOTA-Deep-Anomaly-Detection
Users that are interested in SOTA-Deep-Anomaly-Detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ADRepository: Real-world anomaly detection datasets, including tabular data (categorical and numerical data), time series data, graph dat…☆437Oct 1, 2025Updated 5 months ago
- Papers on trustworthy anomaly detection☆28Apr 18, 2024Updated last year
- Resources and environment for unsupervised outlier model selection (UOMS)☆27Oct 21, 2022Updated 3 years ago
- Deep distance-based outlier detection published in KDD18: Learning representations specifically for distance-based outlier detection. Few…☆48Nov 10, 2020Updated 5 years ago
- A Collection of Resources for Weakly-supervised Anomaly Detection (WSAD)☆182Feb 18, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Source code of the KDD19 paper "Deep anomaly detection with deviation networks", weakly/partially supervised anomaly detection, few-shot …☆154Aug 5, 2021Updated 4 years ago
- Official PyTorch implementation of the ICCV'23 paper “Anomaly Detection under Distribution Shift”☆39Oct 25, 2023Updated 2 years ago
- ☆15Mar 24, 2023Updated 3 years ago
- Implementation of the paper Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation(WSDM22)☆35Dec 12, 2021Updated 4 years ago
- [TNNLS] Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning☆102May 12, 2021Updated 4 years ago
- Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting☆10Jun 10, 2022Updated 3 years ago
- Implementation of TheWebConf 2021 -- Few-shot Network Anomaly Detection via Cross-network Meta-learning☆60Feb 26, 2024Updated 2 years ago
- The official PyTorch implementation of Cross-Domain Graph Anomaly Detection via Anomaly-aware Contrastive Alignment (AAAI2023, to appear)…☆45Dec 10, 2022Updated 3 years ago
- Awesome graph anomaly detection techniques built based on deep learning frameworks. Collections of commonly used datasets, papers as well…☆384Jul 10, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [EMNLP Findings 2025]. NLP-ADBench is a comprehensive benchmarking tool designed for Anomaly Detection in Natural Language Processing (NL…☆21Oct 9, 2025Updated 5 months ago
- ☆20Dec 7, 2021Updated 4 years ago
- Paper Implementation☆27Jun 15, 2024Updated last year
- [TKDE 2021] A PyTorch implementation of "Generative and Contrastive Self-Supervised Learning for Graph Anomaly Detection".☆49Oct 8, 2021Updated 4 years ago
- LogTAD: Unsupervised Cross-system Log Anomaly Detection via Domain Adaptation (CIKM 2021)☆27Mar 18, 2026Updated last week
- 異常検知手法ALOCCの実装 (Chainer, PyTorch)☆10Feb 1, 2025Updated last year
- A simple and effective method for single-class classification of images☆160Nov 29, 2021Updated 4 years ago
- a time series anomaly detection method based on the calibrated one-class classifier☆73Jul 25, 2025Updated 8 months ago
- Reinforcement Learning-Based Model Selection for Anomaly Detection (RLMSAD)☆31May 23, 2022Updated 3 years ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!☆9,211Mar 2, 2026Updated 3 weeks ago
- PyTorch implementation of Adversarially Learned One-Class Classifier for Novelty Detection☆12Apr 29, 2021Updated 4 years ago
- Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.☆1,010Jan 8, 2026Updated 2 months ago
- ☆46Oct 27, 2025Updated 5 months ago
- Implementation of FGANomaly☆17Sep 22, 2021Updated 4 years ago
- PFM and PEFM for Image Anomaly Detection and Segmentation☆37May 24, 2023Updated 2 years ago
- Code for the paper "TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks"☆177Sep 30, 2021Updated 4 years ago
- KDD 2021: Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding☆234Sep 2, 2021Updated 4 years ago
- GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training☆885Feb 7, 2023Updated 3 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- ☆28Dec 1, 2021Updated 4 years ago
- [VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.☆674Jul 25, 2024Updated last year
- Deep learning-based outlier/anomaly detection☆565Jul 24, 2025Updated 8 months ago
- Official code for 'Deep One-Class Classification via Interpolated Gaussian Descriptor' [AAAI 2022 Oral]☆69Oct 29, 2025Updated 5 months ago
- 基于图挖掘的网络异常检测系统的研究与实现☆11Sep 24, 2018Updated 7 years ago
- The source code for Adaptive Kernel Graph Neural Network at AAAI2022☆14Feb 23, 2022Updated 4 years ago
- Implementation of the CTDNE algorithm.☆15Oct 28, 2018Updated 7 years ago