Alternatives and similar repositories for DCSO

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

• yzhao062 / XGBOD
  Supplementary material for IJCNN paper "XGBOD: Improving Supervised Outlier Detection with Unsupervised Representation Learning"
  ☆89Updated 6 years ago
• blablahaha / concept-drift
  Algorithms for detecting changes from a data stream.
  ☆119Updated 7 years ago
• IBM / xgboost-smote-detect-fraud
  Can we predict accurately on the skewed data? What are the sampling techniques that can be used. Which models/techniques can be used in t…
  ☆65Updated 5 years ago
• mgckind / iso_forest
  Simple implementation of Isolation Forest
  ☆49Updated 4 years ago
• lnferreira / time_series_clustering_via_community_detection
  Code used in the paper "Time Series Clustering via Community Detection in Networks"
  ☆40Updated 5 years ago
• smirmik / CAD
  Contextual Anomaly Detector
  ☆78Updated 6 years ago
• maxsxu / MTSAnomalyDetection
  Multidimensional Time Series Anomaly Detection
  ☆27Updated 7 years ago
• siddiqmd / FeedbackIsolationForest
  ☆29Updated 7 years ago
• datamllab / pyodds
  An End-to-end Outlier Detection System
  ☆257Updated 2 years ago
• akash13singh / lstm_anomaly_thesis
  Anomaly detection for temporal data using LSTMs
  ☆226Updated 4 years ago
• pnnl / safekit
  ☆147Updated 5 years ago
• OpenIDEA-YunanUniversity / ycimpute
  A missing value imputation library based on machine learning. It's implementation missForest, simple edition of MICE(R pacakge), knn, EM,…
  ☆107Updated last year
• aurotripathy / lstm-anomaly-detect
  Example code for neural-network-based anomaly detection of time-series data (uses LSTM)
  ☆184Updated 8 years ago
• winstonll / COPOD
  Supplementary material for ICDM 20 paper "COPOD: Copula-Based Outlier Detection"
  ☆59Updated 5 years ago
• pfmarteau / HIF
  Hybrid Isolation Forest
  ☆24Updated 7 years ago
• statefb / singular-spectrum-transformation
  fast implementation of singular spectrum transformation (change point detection algorithm)
  ☆51Updated 7 years ago
• vc1492a / PyNomaly
  Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in t…
  ☆329Updated 3 months ago
• Markus-Go / rapidminer-anomalydetection
  RapidMiner Extension for Anomaly Detection
  ☆95Updated 6 years ago
• sahandha / eif
  Extended Isolation Forest for Anomaly Detection
  ☆480Updated 2 years ago
• nachonavarro / seasonal-esd-anomaly-detection
  Anomaly detection algorithm implemented at Twitter
  ☆114Updated 2 years ago
• jrmontag / STLDecompose
  A Python implementation of Seasonal and Trend decomposition using Loess (STL) for time series data.
  ☆188Updated 6 years ago
• yzhao062 / SUOD
  (MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)
  ☆391Updated 8 months ago
• dsmi-lab-ntust / AnomalyDetectionToolbox
  A collection of algorithms for anomaly detection
  ☆89Updated 9 years ago
• giladkatz / ExploreKit
  ☆74Updated 7 years ago
• NeerajSarwan / CPT
  This is the native Python implementation of CPT(compact Prediction Tree)
  ☆46Updated 7 years ago
• Vincent-Vercruyssen / anomatools
  Toolbox for anomaly detection.
  ☆80Updated 2 years ago
• nphoff / saxpy
  Python implementation of Symbolic Aggregate approXimation
  ☆103Updated 7 years ago
• jmbhughes / crcf
  Combination Robust Cut Forests: Merging Isolation Forests and Robust Random Cut Forests
  ☆14Updated 2 years ago
• Marcnuth / AnomalyDetection
  Twitter's Anomaly Detection in Pure Python
  ☆323Updated 2 years ago
• mattiacarletti / DIFFI
  Official repository of the paper "Interpretable Anomaly Detection with DIFFI: Depth-based Isolation Forest Feature Importance", M. Carlet…
  ☆29Updated last year