NetManAIOps / donut
WWW 2018: Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications
☆466Updated 6 years ago
Alternatives and similar repositories for donut:
Users that are interested in donut are comparing it to the libraries listed below
- SR-CNN☆259Updated 2 years ago
- Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".☆579Updated 2 years ago
- KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network☆775Updated last year
- A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from t…☆1,073Updated last month
- Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)☆325Updated last year
- An End-to-end Outlier Detection System☆253Updated last year
- 2018AIOps: The 1st match for AIOps☆83Updated 2 years ago
- IPCCC 2018: Robust and Unsupervised KPI Anomaly Detection Based on Conditional Variational Autoencoder☆51Updated 7 months ago
- A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discov…☆854Updated 9 months ago
- An Integrated Experimental Platform for time series data anomaly detection.☆536Updated 4 years ago
- Anomaly detection for temporal data using LSTMs☆223Updated 3 years ago
- Applied generative adversarial networks (GANs) to do anomaly detection for time series data☆538Updated 5 years ago
- Using DNN for univariate time series anomaly detection over AIOps Competition dataset☆44Updated 6 years ago
- Anomaly detection implemented in Keras☆375Updated 6 years ago
- Spectral Residual☆79Updated 2 years ago
- A set of utilities for writing and testing TensorFlow models☆81Updated last year
- (MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)☆384Updated last year
- 使用极端值理论(Extreme Value Theory)实现阈值动态自动化设置☆94Updated 6 years ago
- DAGMM Tensorflow implementation☆172Updated last year
- 基于蒙特卡洛树（MCTS）的多维监控异常根因分析☆138Updated 5 years ago
- Twitter's Anomaly Detection in Pure Python☆313Updated last year
- ☆142Updated 4 years ago
- ISSRE 2019: Generic and Robust Localization of Multi-Dimensional Root Cause☆99Updated last year
- Lstm variational auto-encoder for time series anomaly detection and features extraction☆317Updated 4 years ago
- ☆46Updated 2 years ago
- Anomaly detection☆569Updated 3 months ago
- 多维监测指标的异常定位比赛☆28Updated 5 years ago
- 🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams☆507Updated last year
- Anomaly detection library based on singular spectrum transformation(sst)☆305Updated 4 years ago
- ☆224Updated 11 months ago