Ml Drift Detection MLOps Tools

There are 20 ml drift detection tools tracked. 2 score above 50 (established tier). The highest-rated is MAIF/eurybia at 52/100 with 216 stars.

Get all 20 projects as JSON

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

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	MAIF/eurybia ⚓ Eurybia monitors model drift over time and securizes model deployment with...	52	Established	216	Jupyter Notebook
2	WeBankFinTech/Prophecis Prophecis is a one-stop cloud native machine learning platform.	51	Established	511	Go
3	fabriziosalmi/proxmox-lxc-autoscale-ml Automatically scale the LXC containers resources on Proxmox hosts with AI	47	Emerging	28	Python
4	aws-samples/amazon-sagemaker-drift-detection This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end...	45	Emerging	64	Python
5	sustainable-computing-io/clever Container Level Energy-efficient VPA Recommender	39	Emerging	27	Python
6	kennethleungty/End-to-End-AutoML-Insurance An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and...	38	Emerging	81	Jupyter Notebook
7	GokuMohandas/monitoring-ml Learn how to monitor ML systems to identify and mitigate sources of drift...	36	Emerging	99	Jupyter Notebook
8	samvardhan03/FinopsAI AI-powered cloud cost optimization platform. Auto-detects waste, predicts...	30	Emerging	10	Python
9	AmirhosseinHonardoust/KPI-Trap-Lab A hands-on lab showing how “improving” a single metric (AUC/accuracy/F1) can...	26	Experimental	10	—
10	datarmada/minotor Open source software for machine learning production monitoring : maintain...	22	Experimental	21	JavaScript
11	sameema-tariq/content-moderation-mlops Production-grade content moderation API with automated MLOps pipeline —...	22	Experimental	—	—
12	Drempty/AI-Enabled-Cloud-Resource-Optimizer 🤖 Optimize cloud resources with AI-driven VM usage predictions, smart...	22	Experimental	—	Python
13	SwetabhSuman-Code/scaleguard-x A production-grade distributed observability platform that autonomously...	14	Experimental	—	Python
14	MukundaKatta/driftguard Your ML models are drifting. We'll catch it.	14	Experimental	—	Python
15	nikhita0114/mlops-fraud-detection End-to-end MLOps fraud detection system using FastAPI, Docker, Kubernetes,...	14	Experimental	—	Python
16	jonuar/ML_Necropsy Automated post-mortem analysis for ML models in production. Detects data...	14	Experimental	—	Python
17	Shree-2516/ML-MONITORING-SYSTEM ML Monitoring System – Production-Ready Model Observability Platform A...	14	Experimental	—	Python
18	Devs7026/self-optimizing-saas AI-powered, event-driven SaaS analytics platform that ingests real-time data...	14	Experimental	1	JavaScript
19	Wasisange/neural-ops-dashboard A full-stack monitoring dashboard for ML models in production, featuring...	14	Experimental	—	—
20	saviornt/Network-Chan Local only NetOps featuring MLOps on the edge and an AIOps central dashboard...	14	Experimental	—	Python