Anomaly Detection Systems MLOps Tools

There are 26 anomaly detection systems tools tracked. 5 score above 50 (established tier). The highest-rated is netdata/netdata at 67/100 with 78,047 stars. 2 of the top 10 are actively maintained.

Get all 26 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=mlops&subcategory=anomaly-detection-systems&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	netdata/netdata The fastest path to AI-powered full stack observability, even for lean teams.	67	Established	78,047	C
2	pixie-io/pixie Instant Kubernetes-Native Application Observability	58	Established	6,374	C++
3	keikoproj/active-monitor Provides deep monitoring and self-healing of Kubernetes clusters	55	Established	182	Go
4	sloopstash/kickstart-elk Collect Telemetry data from a variety of platforms, workloads, and services...	50	Established	8	—
5	numaproj/numalogic-prometheus AIOps for metrics in Prometheus	50	Established	34	Python
6	intuit/foremast Foremast adds application resiliency to Kubernetes by leveraging machine...	47	Emerging	134	Java
7	whylabs/whylogs An open-source data logging library for machine learning models and data...	43	Emerging	2,801	Jupyter Notebook
8	andrewm4894/airflow-provider-anomaly-detection An airflow provider for anomaly detection.	35	Emerging	21	Python
9	GaneshArihanth/Vessel-Oil-Spill-Detection Vessel Anomaly Detection is a microservices-based application for maritime...	35	Emerging	5	JavaScript
10	kennethleungty/Anomaly-Detection-Pipeline-Kedro Anomaly Detection Pipeline with Isolation Forest model and Kedro framework	32	Emerging	25	Python
11	joshleh/secom-fault-detection End-to-end fault detection pipeline on SECOM semiconductor manufacturing...	22	Experimental	—	Jupyter Notebook
12	MukundaKatta/MetricFlow AI metrics dashboard — counters, gauges, histograms with time-windowed...	22	Experimental	—	Python
13	nerrenzeM/OpenAnomaly 🚀 Detect anomalies in Prometheus-compatible time series databases with...	22	Experimental	—	Nix
14	Aligo-Defensores-Informaticos/anomaly-detection-kubernetes An Anomaly-based Detection System for Monitoring Kubernetes Infrastructures	19	Experimental	4	Jupyter Notebook
15	koushikvikram/anomaly-detection-platform 🔥🔥🔥🔥🧊🔥🔥 A Data Platform for Monitoring and Detecting Anomalies in Real-Time.	19	Experimental	19	Jupyter Notebook
16	Brijes987/SysWatch 🔍 Distributed System Monitoring & Analytics Platform with ML-powered anomaly...	17	Experimental	—	Go
17	poojakira/PulseNet AI Diagnostics: Predicts jet engine failures using NASA C-MAPSS data and...	14	Experimental	—	Python
18	DastanZar/SentinelVision Tabular anomaly detection MLOps platform — PyOD, MLflow, automated...	14	Experimental	—	Python
19	nagahemaramishetty/log-analysis-anomaly-detection End-to-end log analysis & hybrid anomaly detection pipeline on 1.88M NASA...	14	Experimental	—	Jupyter Notebook
20	mtichikawa/anomaly-detection Streaming anomaly detection ensemble (Isolation Forest, LSTM, Z-score) with...	14	Experimental	—	Jupyter Notebook
21	betieshet/systemlogs-anomaly-detection 🔍 Detect anomalies in system logs through a microservices platform using...	13	Experimental	—	Java
22	tiraten-bot/Anomalyzer A real-time anomaly detection and automated remediation system with AI/ML.	13	Experimental	—	Go
23	nikhilmallad/5G--Realtime-Anomaly-Detection Real-time 5G network anomaly detection using Kafka, Spark, Isolation Forest,...	13	Experimental	—	—
24	Kacper0199/anomalistral A visual MLOps workbench where autonomous AI agents build, run, and explain...	13	Experimental	—	TypeScript
25	shivkhurana/log-anomaly-detection-aws Unsupervised Anomaly Detection system for Cybersecurity Log Analysis. Uses...	13	Experimental	—	—
26	AstroAirafar/user-behavior-anomaly-detection Unsupervised ML system detecting anomalous user activity, deployed as a...	13	Experimental	—	Jupyter Notebook