WWW 2018: Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications
☆478Mar 6, 2019Updated 7 years ago
Alternatives and similar repositories for donut
Users that are interested in donut are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- IPCCC 2018: Robust and Unsupervised KPI Anomaly Detection Based on Conditional Variational Autoencoder☆53Jul 25, 2024Updated last year
- KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network☆918Mar 3, 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…☆1,162Jan 17, 2025Updated last year
- A set of utilities for writing and testing TensorFlow models☆81Mar 25, 2023Updated 3 years ago
- List of tools & datasets for anomaly detection on time-series data.☆3,168Oct 21, 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.
- Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".☆598Apr 13, 2026Updated 2 weeks ago
- Code for *Unsupervised Anomaly Detection for Intricate KPIs via Adversarial Training of VAE*☆24Oct 15, 2019Updated 6 years ago
- The Numenta Anomaly Benchmark☆2,084Dec 3, 2024Updated last year
- SR-CNN☆267Nov 28, 2022Updated 3 years ago
- Collection of slides, repositories, papers about AIOps☆1,526Mar 17, 2026Updated last month
- Multi-Scale Convolutional Recurrent Encoder-Decoder☆151Dec 17, 2019Updated 6 years 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
- Anomaly detection for temporal data using LSTMs☆226Oct 5, 2021Updated 4 years ago
- Metis is a learnware platform in the field of AIOps.☆1,753Apr 7, 2023Updated 3 years 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.
- Anomaly Detection and Correlation library☆1,230Aug 22, 2025Updated 8 months ago
- 基于蒙特卡洛树（MCTS）的多维监控异常根因分析☆136May 24, 2019Updated 6 years ago
- 使用极端值理论(Extreme Value Theory)实现阈值动态自动化设置☆97Dec 20, 2018Updated 7 years ago
- Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!☆9,270Mar 2, 2026Updated last month
- Anomaly detection library based on singular spectrum transformation(sst)☆306Sep 21, 2020Updated 5 years ago
- The fundamental package for AIops with python.☆396Jun 3, 2020Updated 5 years ago
- My talk on using LSTM & HTM for anomaly detection @ Google Developers Group.☆10Jun 11, 2017Updated 8 years ago
- RNN based Time-series Anomaly detector model implemented in Pytorch.☆1,305Aug 2, 2021Updated 4 years ago
- 🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams☆522Feb 24, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A Java package to automatically detect anomalies in large scale time-series data☆1,193Nov 14, 2023Updated 2 years ago
- 2018AIOps: The 1st match for AIOps☆99Aug 8, 2022Updated 3 years ago
- Multidimensional Time Series Anomaly Detection☆27Jan 10, 2018Updated 8 years ago
- A Python port of Twitter's AnomalyDetection R Package☆367Jun 16, 2020Updated 5 years ago
- A Python library for anomaly detection across tabular, time series, graph, text, and image data. 60+ detectors, benchmark-backed ADEngine…☆9,821Apr 16, 2026Updated last week
- TODS: An Automated Time-series Outlier Detection System☆1,658Sep 11, 2023Updated 2 years ago
- Using DNN for univariate time series anomaly detection over AIOps Competition dataset☆45Nov 2, 2018Updated 7 years ago
- We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.☆570Nov 21, 2022Updated 3 years ago
- 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
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Applied generative adversarial networks (GANs) to do anomaly detection for time series data☆579Aug 14, 2019Updated 6 years ago
- an unsurpervised clustering algorithm named ROCKA☆21Nov 29, 2019Updated 6 years ago
- Anomaly detection for streaming time series, featuring automated model selection.☆212Mar 5, 2024Updated 2 years ago
- Scripts and utility programs for implementing the USAD architecture.☆268Mar 18, 2024Updated 2 years ago
- Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)☆333Feb 8, 2024Updated 2 years ago
- Lstm variational auto-encoder for time series anomaly detection and features extraction☆339Jun 24, 2020Updated 5 years ago
- ☆38Aug 8, 2022Updated 3 years ago