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Who Notices When Your ML Model Dies in Production? — Drift Detection & Auto-Retrain Pipeline

中文摘要

介绍一个结合PSI、KS检验、FastAPI和MLflow的端到端MLOps架构,实现模型漂移检测与自动重训。

English Summary

An end-to-end MLOps architecture using PSI, KS tests, FastAPI, Prometheus, and MLflow for model drift detection and auto-retraining.

原文节选

An end-to-end mini MLOps architecture with PSI + KS tests, FastAPI, Prometheus, MLflow, and auto-retrain Continue reading on Medium »