Alternatives and similar repositories for anomalydetector:

Users that are interested in anomalydetector are comparing it to the libraries listed below

• KDD-OpenSource / DeepADoTS
  Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
  ☆578Updated 2 years ago
• NetManAIOps / OmniAnomaly
  KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network
  ☆769Updated 11 months ago
• NetManAIOps / donut
  WWW 2018: Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications
  ☆466Updated 5 years ago
• NetManAIOps / KPI-Anomaly-Detection
  2018AIOps: The 1st match for AIOps
  ☆83Updated 2 years ago
• datamllab / pyodds
  An End-to-end Outlier Detection System
  ☆253Updated last year
• zhhlee / InterFusion
  KDD 2021: Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding
  ☆210Updated 3 years ago
• y-bar / ml-based-anomaly-detection
  Spectral Residual
  ☆79Updated 2 years ago
• waico / SKAB
  SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.
  ☆345Updated 6 months ago
• microsoft / TagAnomaly
  Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)
  ☆327Updated last year
• Fengrui-Liu / StreamAD
  Online anomaly detection for data streams/ Real-time anomaly detection for time series data.
  ☆119Updated last year
• khundman / telemanom
  A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from t…
  ☆1,067Updated last month
• shubhomoydas / ad_examples
  A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discov…
  ☆852Updated 9 months ago
• yzhao062 / SUOD
  (MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)
  ☆384Updated last year
• tnakae / DAGMM
  DAGMM Tensorflow implementation
  ☆172Updated last year
• LeeDoYup / RobustSTL
  Unofficial Implementation of RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series (AAAI 2019)
  ☆291Updated 4 years ago
• LiDan456 / MAD-GANs
  Applied generative adversarial networks (GANs) to do anomaly detection for time series data
  ☆533Updated 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:…
  ☆345Updated last year
• DawnsonLi / EVT
  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
• NetManAIOps / Squeeze
  ISSRE 2019: Generic and Robust Localization of Multi-Dimensional Root Cause
  ☆99Updated last year
• manigalati / usad
  ☆220Updated 11 months ago
• NetManAIOps / Bagel
  IPCCC 2018: Robust and Unsupervised KPI Anomaly Detection Based on Conditional Variational Autoencoder
  ☆51Updated 6 months ago
• lin-shuyu / VAE-LSTM-for-anomaly-detection
  We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.
  ☆496Updated 2 years ago
• tungk / OED
  Outlier Detection for Time Series with Recurrent Autoencoder Ensembles
  ☆71Updated 5 years ago
• binli826 / LSTM-Autoencoders
  Anomaly detection for streaming data using autoencoders
  ☆192Updated 2 years ago
• 7fantasysz / MSCRED
  Multi-Scale Convolutional Recurrent Encoder-Decoder
  ☆143Updated 5 years ago
• spencerbraun / anomaly_transformer_pytorch
  PyTorch implementation of Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy
  ☆229Updated 2 years ago
• TimyadNyda / Variational-Lstm-Autoencoder
  Lstm variational auto-encoder for time series anomaly detection and features extraction
  ☆318Updated 4 years ago
• akash13singh / lstm_anomaly_thesis
  Anomaly detection for temporal data using LSTMs
  ☆223Updated 3 years ago
• Marcnuth / AnomalyDetection
  Twitter's Anomaly Detection in Pure Python
  ☆312Updated last year
• selimfirat / pysad
  Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
  ☆251Updated last year