SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.
☆393Aug 11, 2024Updated last year
Alternatives and similar repositories for SKAB
Users that are interested in SKAB are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Package for Time Series Forecasting and Anomaly Detection Problems.☆57May 20, 2024Updated last year
- Evaluation Tool for Anomaly Detection Algorithms on Time Series☆157Apr 27, 2026Updated last week
- Popular method ARIMA for outlier detection purposes☆28Jun 25, 2024Updated last year
- Results of the "Ensembles of offline changepoint detection methods" research to reproduce☆44Aug 9, 2023Updated 2 years ago
- A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from t…☆1,163Jan 17, 2025Updated last year
- 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.
- Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".☆598Apr 13, 2026Updated 3 weeks ago
- KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network☆918Mar 3, 2024Updated 2 years ago
- List of tools & datasets for anomaly detection on time-series data.☆3,168Oct 21, 2024Updated last year
- Scripts and utility programs for implementing the USAD architecture.☆268Mar 18, 2024Updated 2 years ago
- The Numenta Anomaly Benchmark☆2,084Dec 3, 2024Updated last year
- Time series anomaly detection algorithm implementations for TimeEval (Docker-based)☆169May 9, 2025Updated 11 months ago
- Python implementation of the control charts used for process monitoring and anomaly detection☆13Jun 18, 2023Updated 2 years ago
- TODS: An Automated Time-series Outlier Detection System☆1,658Sep 11, 2023Updated 2 years ago
- A lot of useful DS links☆16Jul 28, 2024Updated last year
- 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.
- Pipeline for Explainable Anomaly Detection over Time Series☆69Mar 13, 2024Updated 2 years ago
- 2018AIOps: The 1st match for AIOps☆99Aug 8, 2022Updated 3 years ago
- An End-to-End Benchmark Suite for Univariate Time-Series Anomaly Detection☆211Dec 3, 2024Updated last year
- Luminaire is a python package that provides ML driven solutions for monitoring time series data.☆803Aug 17, 2025Updated 8 months ago
- An End-to-end Outlier Detection System☆256Mar 25, 2023Updated 3 years ago
- An overview of cases, public datasets, books and academic papers related to applying ML in industrial applications☆119May 27, 2025Updated 11 months ago
- A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discov…☆873May 22, 2024Updated last year
- We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.☆570Nov 21, 2022Updated 3 years ago
- KDD 2021: Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding☆236Sep 2, 2021Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Multi-Scale Convolutional Recurrent Encoder-Decoder☆151Dec 17, 2019Updated 6 years ago
- A repository for code accompanying the manuscript 'An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series' (publish…☆108May 9, 2023Updated 2 years ago
- RNN based Time-series Anomaly detector model implemented in Pytorch.☆1,305Aug 2, 2021Updated 4 years ago
- Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)☆285Apr 13, 2026Updated 3 weeks ago
- University Project for Anomaly Detection on Time Series data☆128Jun 28, 2024Updated last year
- Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ra…☆767Aug 20, 2024Updated last year
- Applied generative adversarial networks (GANs) to do anomaly detection for time series data☆579Aug 14, 2019Updated 6 years ago
- A Python toolkit for rule-based/unsupervised anomaly detection in time series☆1,206Aug 1, 2024Updated last year
- Lstm variational auto-encoder for time series anomaly detection and features extraction☆339Jun 24, 2020Updated 5 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!☆9,275Mar 2, 2026Updated 2 months ago
- A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.☆386Nov 29, 2023Updated 2 years ago
- Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.☆1,014Jan 8, 2026Updated 3 months ago
- GutenTAG is an extensible tool to generate time series datasets with and without anomalies; integrated with TimeEval.☆96Apr 27, 2026Updated last week
- PyTorch implementation of Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy☆252Jan 24, 2023Updated 3 years ago
- [VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.☆683Jul 25, 2024Updated last year
- Time-Series Anomaly Detection | Algorithms + Datasets + Tutorials☆259Apr 28, 2026Updated last week