模板 / flowchart
机器学习训练流水线
数据准备、训练、评估门禁、模型注册、部署,以及漂移监控反馈闭环。
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Mermaid 11 渲染器
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Mermaid 源码
flowchart
flowchart LR
raw[Raw data] --> clean[Clean + label]
clean --> split[Train / eval split]
split --> train[Train model]
train --> eval{Metrics pass?}
eval -->|no| tune[Tune hyperparameters]
tune --> train
eval -->|yes| registry[Model registry]
registry --> deploy[Deploy endpoint]
deploy --> monitor[Monitor drift]
monitor -->|drift detected| clean