Generic ML platform
ML platformml-platform
Vendor-neutral ML platform. Use when the real product is not in the catalogue; every rule for this kind still applies.
- Provider
- default
- Kind
- ML platform
- Category
- Compute
- Official docs
- not recorded
- Generic?
- Vendor-neutral: the kind itself
| property | type | values | required | default |
|---|---|---|---|---|
| computeInstances | integer | — | no | — |
| experimentTracking | boolean | — | no | true |
| gpuEnabled | boolean | — | no | — |
| managed | boolean | — | no | false |
| modelRegistry | boolean | — | no | true |
| publicAccess | boolean | — | no | — |
Every rule whose selector covers this component's kind or its category. Whether a rule fires depends on the design: its properties, its edges and its groups.
stateful-node-without-zone-redundancy
A stateful compute node pinned to exactly one availability zone disappears with that zone, and its state goes with it. Nodes inside a cell are exempt, because there the cell is deliberately single-zone and redundancy comes from the other cells.
- — all of these hold:
- — the node's `stateless` is false
- — the node sits inside exactly 1 availability-zone group
- — this does not hold:
- — the node sits inside at least one cell group
nodes:
- { id: "ml-platform", component: "ml-platform" }Platform for AIalibaba-paiAWS Clean Rooms MLaws-clean-rooms-mlAmazon SageMaker AIaws-sagemakerAmazon SageMaker Canvasaws-sagemaker-canvasAmazon SageMaker Feature Storeaws-sagemaker-feature-storeManaged MLflow on Amazon SageMaker AIaws-sagemaker-mlflowAmazon SageMaker Unified Studioaws-sagemaker-unified-studioMicrosoft Foundryazure-ai-foundryAzure Machine Learningazure-machine-learningAbacus.AIabacus-aiAlteryxalteryxArgillaargillaC3 AI Platformc3-aiClearMLclearmlCometcomet-mlCVATcvatDataikudataikuDataRobotdatarobotDatasaurdatasaurDetermined AIdeterminedDomino Data Labdomino-data-labDVCdvcEncordencordFeastfeastFlyteflyteH2O.aih2oKilikiliKNIMEknimeKubeflowkubeflowLabel Studiolabel-studioLabelboxlabelboxMetaflowmetaflowMLflowmlflowneptune.aineptune-aiNVIDIA DGX Cloudnvidia-dgx-cloudPachydermpachydermPolyaxonpolyaxonProdigyprodigyRapidMiner AI HubrapidminerRoboflowroboflow
and 21 more → ML platform page# yaml-language-server: $schema=../../schema/component.schema.json # The vendor-neutral ML platform: the kind itself, with no product behind it. It sets no # defaults and adds no properties, so every required kind property stays required on the node. schemaVersion: "1" type: "component" id: "ml-platform" kind: "ml-platform" provider: "default"