List of tools & datasets for anomaly detection on time-series data.
☆3,171Oct 21, 2024Updated last year
Alternatives and similar repositories for awesome-TS-anomaly-detection
Users that are interested in awesome-TS-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:
- Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!☆9,296Mar 2, 2026Updated 2 months ago
- Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".☆597Apr 13, 2026Updated last month
- A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from t…☆1,166Jan 17, 2025Updated last year
- A Python library for anomaly detection across tabular, time series, graph, text, and image data. 60+ detectors, benchmark-backed ADEngine…☆9,857May 19, 2026Updated last week
- A Python toolkit for rule-based/unsupervised anomaly detection in time series☆1,209Aug 1, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The Numenta Anomaly Benchmark☆2,087Dec 3, 2024Updated last year
- RNN based Time-series Anomaly detector model implemented in Pytorch.☆1,307Aug 2, 2021Updated 4 years ago
- WWW 2018: Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications☆479Mar 6, 2019Updated 7 years ago
- Anomaly Detection and Correlation library☆1,232Aug 22, 2025Updated 9 months ago
- A curated list of awesome anomaly detection resources☆2,890Sep 20, 2022Updated 3 years ago
- TODS: An Automated Time-series Outlier Detection System☆1,662Sep 11, 2023Updated 2 years ago
- A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discov…☆874May 22, 2024Updated 2 years ago
- KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network☆927Mar 3, 2024Updated 2 years ago
- Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)☆332Feb 8, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Anomaly detection library based on singular spectrum transformation(sst)☆306Sep 21, 2020Updated 5 years ago
- An Integrated Experimental Platform for time series data anomaly detection.☆537Dec 24, 2020Updated 5 years ago
- An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana☆916Mar 31, 2020Updated 6 years ago
- SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.☆399Aug 11, 2024Updated last year
- An End-to-end Outlier Detection System☆256Mar 25, 2023Updated 3 years ago
- SR-CNN☆267Nov 28, 2022Updated 3 years ago
- Twitter's Anomaly Detection in Pure Python☆320Mar 31, 2023Updated 3 years ago
- Luminaire is a python package that provides ML driven solutions for monitoring time series data.☆804Aug 17, 2025Updated 9 months ago
- Collection of slides, repositories, papers about AIOps☆1,533Mar 17, 2026Updated 2 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Applied generative adversarial networks (GANs) to do anomaly detection for time series data☆580Aug 14, 2019Updated 6 years ago
- AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star☆1,744May 27, 2024Updated 2 years ago
- The machine learning toolkit for time series analysis in Python☆3,151May 20, 2026Updated last week
- A Java package to automatically detect anomalies in large scale time-series data☆1,190Nov 14, 2023Updated 2 years ago
- Unsupervised time series anomaly detection library☆1,355Updated this week
- Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)☆287May 22, 2026Updated last week
- 2018AIOps: The 1st match for AIOps☆100Aug 8, 2022Updated 3 years ago
- Probabilistic time series modeling in Python☆5,193May 8, 2026Updated 3 weeks ago
- 🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams☆522Feb 24, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Automatic extraction of relevant features from time series:☆9,218Nov 15, 2025Updated 6 months ago
- This curated list contains python packages for time series analysis☆2,248Feb 10, 2023Updated 3 years ago
- A Python port of Twitter's AnomalyDetection R Package☆367Jun 16, 2020Updated 5 years ago
- ☆127Mar 1, 2021Updated 5 years ago
- Metis is a learnware platform in the field of AIOps.☆1,759Apr 7, 2023Updated 3 years ago
- Anomaly detection for streaming time series, featuring automated model selection.☆211Mar 5, 2024Updated 2 years ago
- A python library for user-friendly forecasting and anomaly detection on time series.☆9,389May 21, 2026Updated last week