Alternatives and similar repositories for NAB

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

• khundman / telemanom
  A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from t…
  ☆1,143Updated last year
• rob-med / awesome-TS-anomaly-detection
  List of tools & datasets for anomaly detection on time-series data.
  ☆3,162Updated last year
• datamllab / tods
  TODS: An Automated Time-series Outlier Detection System
  ☆1,648Updated 2 years ago
• linkedin / luminol
  Anomaly Detection and Correlation library
  ☆1,230Updated 5 months ago
• KDD-OpenSource / DeepADoTS
  Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
  ☆598Updated 3 years ago
• NetManAIOps / donut
  WWW 2018: Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications
  ☆478Updated 6 years ago
• NetManAIOps / OmniAnomaly
  KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network
  ☆888Updated last year
• arundo / adtk
  A Python toolkit for rule-based/unsupervised anomaly detection in time series
  ☆1,199Updated last year
• shubhomoydas / ad_examples
  A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discov…
  ☆874Updated last year
• chickenbestlover / RNN-Time-series-Anomaly-Detection
  RNN based Time-series Anomaly detector model implemented in Pytorch.
  ☆1,301Updated 4 years ago
• microsoft / TagAnomaly
  Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)
  ☆332Updated 2 years ago
• baidu / Curve
  An Integrated Experimental Platform for time series data anomaly detection.
  ☆539Updated 5 years ago
• kLabUM / rrcf
  🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams
  ☆520Updated last year
• microsoft / anomalydetector
  SR-CNN
  ☆266Updated 3 years ago
• Marcnuth / AnomalyDetection
  Twitter's Anomaly Detection in Pure Python
  ☆323Updated 2 years ago
• sahandha / eif
  Extended Isolation Forest for Anomaly Detection
  ☆482Updated 2 years ago
• akash13singh / lstm_anomaly_thesis
  Anomaly detection for temporal data using LSTMs
  ☆226Updated 4 years ago
• selimfirat / pysad
  Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
  ☆283Updated 3 months ago
• tsurubee / banpei
  Anomaly detection library based on singular spectrum transformation(sst)
  ☆307Updated 5 years ago
• tslearn-team / tslearn
  The machine learning toolkit for time series analysis in Python
  ☆3,093Updated this week
• MaxBenChrist / awesome_time_series_in_python
  This curated list contains python packages for time series analysis
  ☆2,231Updated 3 years ago
• zrnsm / pyculiarity
  A Python port of Twitter's AnomalyDetection R Package
  ☆366Updated 5 years ago
• chen0040 / keras-anomaly-detection
  Anomaly detection implemented in Keras
  ☆376Updated 7 years ago
• LiDan456 / MAD-GANs
  Applied generative adversarial networks (GANs) to do anomaly detection for time series data
  ☆578Updated 6 years ago
• waico / SKAB
  SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.
  ☆380Updated last year
• yzhao062 / SUOD
  (MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)
  ☆391Updated 10 months ago
• vc1492a / PyNomaly
  Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in t…
  ☆329Updated this week
• hildensia / bayesian_changepoint_detection
  Methods to get the probability of a changepoint in a time series.
  ☆750Updated 3 months ago
• imperial-qore / TranAD
  [VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.
  ☆663Updated last year
• earthgecko / skyline
  Anomaly detection
  ☆581Updated last year