Alternatives and similar repositories for KPI-Anomaly-Detection

Users that are interested in KPI-Anomaly-Detection are comparing it to the libraries listed below

• zhhlee / InterFusion
  KDD 2021: Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding
  ☆222Updated 3 years ago
• microsoft / anomalydetector
  SR-CNN
  ☆259Updated 2 years ago
• DawnsonLi / EVT
  使用极端值理论(Extreme Value Theory)实现阈值动态自动化设置
  ☆96Updated 6 years ago
• NetManAIOps / Bagel
  IPCCC 2018: Robust and Unsupervised KPI Anomaly Detection Based on Conditional Variational Autoencoder
  ☆52Updated last year
• eBay / RANSynCoders
  ☆92Updated 2 years ago
• NetManAIOps / OmniAnomaly
  KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network
  ☆824Updated last year
• manigalati / usad
  ☆240Updated last year
• Fengrui-Liu / StreamAD
  Online anomaly detection for data streams/ Real-time anomaly detection for time series data.
  ☆125Updated 2 years ago
• AirFin / awesome-TS-anomaly-detection_zh
  ☆120Updated 4 years ago
• OpsPAI / MTAD
  MTAD: Tools and Benchmark for Multivariate Time Series Anomaly Detection
  ☆118Updated 7 months ago
• snedelkoski / multi-source-observability-dataset
  This repository contains the code for data investigation, and the link to the multi-source distributed system dataset. This repository is…
  ☆23Updated 4 years ago
• 7fantasysz / MSCRED
  Multi-Scale Convolutional Recurrent Encoder-Decoder
  ☆147Updated 5 years ago
• ariaghora / robust-period
  Unofficial Implementation of RobustPeriod: Time-Frequency Mining for Robust Multiple Periodicities Detection
  ☆96Updated 2 years ago
• FSEwork / SCWarn
  ☆16Updated 4 years ago
• exathlonbenchmark / exathlon
  Pipeline for Explainable Anomaly Detection over Time Series
  ☆62Updated last year
• NetManAIOps / donut
  WWW 2018: Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications
  ☆474Updated 6 years ago
• NetManAIOps / CIRCA
  Causal Inference-based Root Cause Analysis
  ☆87Updated 2 years ago
• tungk / OED
  Outlier Detection for Time Series with Recurrent Autoencoder Ensembles
  ☆73Updated 6 years ago
• petecheng / Time2Graph
  Source codes for Time2Graph model.
  ☆135Updated 5 years ago
• ML4ITS / mtad-gat-pytorch
  PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https:…
  ☆367Updated last year
• NetManAIOps / JumpStarter
  ☆46Updated 2 years ago
• TimeEval / TimeEval-algorithms
  Time series anomaly detection algorithm implementations for TimeEval (Docker-based)
  ☆154Updated 2 months ago
• mangushev / mtad-gat
  Implementation of MTAD-GAT: Multivariate Time-series Anomaly Detection via Graph Attention Network
  ☆100Updated 4 years ago
• chengqianghuang / exp-anomaly-detector-AIOps
  Using DNN for univariate time series anomaly detection over AIOps Competition dataset
  ☆44Updated 6 years ago
• NetManAIOps / Squeeze
  ISSRE 2019: Generic and Robust Localization of Multi-Dimensional Root Cause
  ☆102Updated 2 years ago
• spencerbraun / anomaly_transformer_pytorch
  PyTorch implementation of Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy
  ☆242Updated 2 years ago
• SchindlerLiang / VAE-for-Anomaly-Detection
  MLP_VAE, Anomaly Detection, LSTM_VAE, Multivariate Time-Series Anomaly Detection, IndRNN_VAE, Tensorflow
  ☆125Updated 6 years ago
• KDD-OpenSource / DeepADoTS
  Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
  ☆590Updated 3 years ago
• wxdang / MSCRED
  tensorflow implement the paper A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data
  ☆64Updated 5 years ago
• shendu-ht / SLA-VAE
  A Semi-Supervised VAE Based Active Anomaly Detection Framework in Multivariate Time Series for Online Systems
  ☆24Updated 2 years ago