ML Model Lifecycle — Reladraw template

机器学习生命周期. Copy the source, paste into the official playground, done. No coordinates — every position is stated relative to something else.

Preview

Data collection Prep & features Training Evaluation Deployment Monitoring promote drift retrain

Source (.reladraw)

node data "Data collection"
node prep "Prep & features"  below data
node train "Training"  below prep
node eval "Evaluation"  below train
node deploy2 "Deployment"  below eval
node mon "Monitoring"  right of deploy2
edge data -> prep
edge prep -> train
edge train -> eval
edge eval -> deploy2 "promote"
edge deploy2 -> mon
edge mon -> data "drift retrain"

How to use

  1. Open the Reladraw playground
  2. Paste the source above — the diagram re-solves live
  3. Export SVG from the playground, or render locally: npx reladraw ml-lifecycle.reladraw -o out.svg

When to use this template

Data to features to training to evaluation to deployment, with monitoring feeding drift back into collection.. Use it in MLOps onboarding — the loop edge is the whole point.

How to customize

  1. Add a step or node. Insert one line: node new_id 'New label' below anchor — placement is relative, so the solver re-flows the whole diagram instantly.
  2. Relabel an edge. Edit the text after the arrow: edge a -> b 'your label' — labels are the fastest way to carry rates, protocols or percentages.
  3. Change reading order. Swap a placement word: below to right of rotates a branch sideways without touching any other line.

FAQ

How do I draw this in Reladraw?

Declare each box with node, connect them with edge, and state one position per node relative to another. Paste the source from this page into the official playground and it renders immediately.

Can I use this template commercially?

Yes — the source is free to copy, modify and ship in docs, READMEs, books or client decks. No attribution required.

How do I export an image?

Render in the playground and export SVG, or run it locally: npx reladraw file.reladraw -o out.svg for CI-friendly builds.

Related templates

Swimlane ProcessSystem LandscapeClass Diagram