(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)
☆395Sep 8, 2026Updated last month
Alternatives and similar repositories for SUOD
Users that are interested in SUOD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An End-to-end Outlier Detection System☆257Mar 25, 2023Updated 3 years ago
- A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed A…☆10,063Updated this week
- (AAAI' 20) A Python Toolbox for Machine Learning Model Combination☆660Sep 8, 2026Updated last month
- Automating Outlier Detection via Meta-Learning (Code, API, and Contribution Instructions)☆188Sep 8, 2026Updated last month
- Streaming anomaly detection in Python: 16 online detectors (xStream, LODA, RS-Hash, Half-Space Trees, RRCF…) plus calibration and prequen…☆315Updated this week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".☆601Apr 13, 2026Updated 6 months ago
- TODS: An Automated Time-series Outlier Detection System☆1,666Sep 11, 2023Updated 3 years ago
- Supplementary material for SDM 19 paper "LSCP: Locally Selective Combination in Parallel Outlier Ensembles"☆33Sep 8, 2026Updated last month
- A modular toolbox for meta-learning research with a focus on speed and reproducibility.☆125Apr 13, 2023Updated 3 years ago
- Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!☆9,432Mar 2, 2026Updated 7 months ago
- multimodal anomaly detection☆14Jan 17, 2021Updated 5 years ago
- TOD: GPU-accelerated Outlier Detection via Tensor Operations☆187Sep 8, 2026Updated last month
- A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discov…☆873May 22, 2024Updated 2 years ago
- List of tools & datasets for anomaly detection on time-series data.☆3,165Oct 21, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Static (Python) and streaming (C++) implementations of xStream (KDD 2018).☆31May 25, 2018Updated 8 years ago
- GAAL-based Outlier Detection☆133Oct 25, 2022Updated 4 years ago
- The Numenta Anomaly Benchmark☆2,114Dec 3, 2024Updated last year
- A Python toolkit for rule-based/unsupervised anomaly detection in time series☆1,216Aug 1, 2024Updated 2 years ago
- A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from t…☆1,201Jan 17, 2025Updated last year
- Deep distance-based outlier detection published in KDD18: Learning representations specifically for distance-based outlier detection. Few…☆49Nov 10, 2020Updated 5 years ago
- 🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams☆523Feb 24, 2024Updated 2 years ago
- ☆17Jan 12, 2021Updated 5 years ago
- Anomaly detection library based on singular spectrum transformation(sst)☆305Sep 21, 2020Updated 6 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.
- 2019AIOps: The 2nd match for AIOps☆28Aug 8, 2022Updated 4 years ago
- Resources and environment for unsupervised outlier model selection (UOMS)☆28Oct 21, 2022Updated 4 years ago
- WWW 2018: Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications☆480Mar 6, 2019Updated 7 years ago
- KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network☆955Mar 3, 2024Updated 2 years ago
- Supplementary material for ICDM 20 paper "COPOD: Copula-Based Outlier Detection"☆61Aug 31, 2020Updated 6 years ago
- A collection of algorithms for anomaly detection☆89Jan 28, 2016Updated 10 years ago
- Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)☆334Feb 8, 2024Updated 2 years ago
- A Python Library for Graph Outlier Detection (Anomaly Detection)☆1,499Nov 14, 2024Updated last year
- Deep Learning based technique for Unsupervised Anomaly Detection using DeepAnT and LSTM Autoencoder☆11Jul 25, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in t…☆330Sep 22, 2026Updated last month
- A curated list of awesome anomaly detection resources☆2,919Sep 20, 2022Updated 4 years ago
- 基于蒙特卡洛树(MCTS)的多维监控异常根因分析☆137May 24, 2019Updated 7 years ago
- Online anomaly detection for data streams/ Real-time anomaly detection for time series data.☆130May 11, 2023Updated 3 years ago
- Ensemble learning related books, papers, videos, and toolboxes☆308Oct 18, 2019Updated 7 years ago
- Extended Isolation Forest for Anomaly Detection☆501Nov 3, 2023Updated 2 years ago
- Anomaly Detection and Correlation library☆1,233Aug 22, 2025Updated last year