A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convol…
☆874May 22, 2024Updated 2 years ago
Alternatives and similar repositories for ad_examples
Users that are interested in ad_examples are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".☆599Apr 13, 2026Updated 3 months ago
- List of tools & datasets for anomaly detection on time-series data.☆3,165Oct 21, 2024Updated last year
- An End-to-end Outlier Detection System☆255Mar 25, 2023Updated 3 years ago
- A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from t…☆1,180Jan 17, 2025Updated last year
- RNN based Time-series Anomaly detector model implemented in Pytorch.☆1,306Aug 2, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!☆9,352Mar 2, 2026Updated 4 months ago
- WWW 2018: Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications☆480Mar 6, 2019Updated 7 years ago
- Anomaly Detection and Correlation library☆1,230Aug 22, 2025Updated 11 months ago
- A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed A…☆9,929Updated this week
- The Numenta Anomaly Benchmark☆2,100Dec 3, 2024Updated last year
- A curated list of awesome anomaly detection resources☆2,894Sep 20, 2022Updated 3 years ago
- Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)☆290May 31, 2026Updated last month
- ☆29Sep 14, 2018Updated 7 years ago
- Anomaly detection library based on singular spectrum transformation(sst)☆306Sep 21, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Unsupervised deep learning framework with online(MLP: prediction-based, 1 D Conv and VAE: reconstruction-based, Wavenet: prediction-based…☆129Dec 2, 2022Updated 3 years ago
- Implementation of Active Anomaly Discovery (AAD) in Python☆15Dec 19, 2017Updated 8 years ago
- Anomaly detection for temporal data using LSTMs☆225Oct 5, 2021Updated 4 years ago
- An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana☆915Mar 31, 2020Updated 6 years ago
- Example code for neural-network-based anomaly detection of time-series data (uses LSTM)☆181Jun 9, 2017Updated 9 years ago
- Twitter's Anomaly Detection in Pure Python☆320Mar 31, 2023Updated 3 years ago
- Lstm variational auto-encoder for time series anomaly detection and features extraction☆338Jun 24, 2020Updated 6 years ago
- SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.☆404Aug 11, 2024Updated last year
- 🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams☆523Feb 24, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Applied generative adversarial networks (GANs) to do anomaly detection for time series data☆582Aug 14, 2019Updated 6 years ago
- Anomaly detection implemented in Keras☆372Apr 1, 2018Updated 8 years ago
- Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)☆333Feb 8, 2024Updated 2 years ago
- A combination of Autoencoder and Robust PCA☆190Jun 28, 2024Updated 2 years ago
- (MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)☆394Mar 24, 2025Updated last year
- A Python toolkit for rule-based/unsupervised anomaly detection in time series☆1,216Aug 1, 2024Updated last year
- ☆436Nov 12, 2020Updated 5 years ago
- KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network☆932Mar 3, 2024Updated 2 years ago
- This paper is continuously updated with deep anomaly detection methods and their applications☆105Jan 11, 2019Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in t…☆331Jun 26, 2026Updated 3 weeks ago
- Extended Isolation Forest for Anomaly Detection☆494Nov 3, 2023Updated 2 years ago
- GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training☆891Feb 7, 2023Updated 3 years ago
- [ti]ny [li]ttle machine learning [tool]box - Machine learning, anomaly detection, one-class classification, and structured output predict…☆42Dec 2, 2018Updated 7 years ago
- Auto encoder for time series☆440Nov 8, 2019Updated 6 years ago
- An Integrated Experimental Platform for time series data anomaly detection.☆536Dec 24, 2020Updated 5 years ago
- ☆26Jun 17, 2018Updated 8 years ago