Alternatives

Products that do what Extended Isolation Forest for anomaly detection does

1. 1FA
   Fast Anomaly Detection in Graphs [pdf]▲215

   2020 · comp.nus.edu.sg

2. 2FR
   Fast Real-Time Anomaly Detection in Dynamic Graphs▲118

   2020 · github.com

3. 3AD
   Anomaly Detection in Ruby▲24

   2020 · github.com

4. 4AN
   ADTK – new Python library for time series anomaly detection▲67

   2019 · github.com

5. 5MA
   Midas, a Streaming Anomaly Detector. Now Implemented in Go▲88

   2020 · github.com

6. 6AR
   Anomalous – Real-time monitoring for servers, applications, and logs▲50

   2013 · getanomalous.com

7. 7MB
   Memory-Based Anomaly Detection in Multi-Aspect Streams▲36

   2021 · github.com

8. 8HO
   Higher Order Sketch-Based Graph Anomaly Detection▲55

   2021 · github.com

9. 9AM
   AIOps MCP – Log anomaly detection using Isolation Forest▲6

   I built an open-source AIOps MCP (Monitoring & Control Plane) that detects anomalies in logs using Isolation Forest. It accepts logs from agents, apps, or collectors, parses and extracts features, and identifies unusual patterns in real time. Alerts can be sent to Slack, Webhooks, or PagerDuty. It’s lightweight, easy to deploy with Kubernetes & Helm, and designed to plug into existing observability stacks. I built this to experiment with combining ML-based anomaly detection and flexible alerting for DevOps/SRE teams. Most AIOps platforms are either too heavyweight or closed-source — I…

   2025 · github.com

10. 10NT
    NAB – The Numenta Anomaly Benchmark▲15

    2015 · github.com

11. 11NT
    NAB – The Numenta Anomaly Benchmark▲17

    2015 · github.com

12. 12EC
    ES-Checker, a feature detection library for ECMAScript▲37

    2015 · ruanyf.github.io

13. 13CO
    CueObserve – Open-source Anomaly detection on SQL data▲9

    2021 · github.com

14. 14BI
    Breach Insider – Detect a data breach using realistic pseudo-users▲71

    2017 · breachinsider.com

15. 15MA
    Midas, a Streaming Anomaly Detector▲11

    2020 · github.com

16. 16ID
    Intrusion Detection in Real-time▲69

    2020 · arxiv.org

17. 17MM
    Midas, Microcluster-Based Detector of Anomalies in Edge Streams▲15

    2019 · github.com

18. 18AA
    Analyzing a snapshot isolation read anomaly▲6

    2016 · github.com

19. 19PL
    Phuslu/Log – Structured Logging for Humans▲31

    2020 · github.com

20. 20DA
    Deciduous – A security decision tree generator and editor▲6

    2021 · swagitda.com

21. 21AV
    All Vision – Find dynamic patterns in data with no code▲12

    2021 · all.vision

22. 22PF
    Prometheus fork for cloud scale anomaly detection across metrics/logs▲5

    2020 · github.com

23. 23UD
    UFO Detector – Capturing Aerial Anomalies Using Computer Vision▲15

    2017 · github.com

24. 24AD
    Anomaly detection in crypto market▲6

    2018 · alphanomic.ai

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