niche · 0.1 capabilitymarket actiondomain

Model Training

Score 18.2 / 100 21 providers 3 APIs Search apis.io →
Workflows using this tag
Amazon Neptune Analytics Create Graph from Import Task · Amazon Neptune Amazon Neptune Analytics Snapshot and Restore · Amazon Neptune Amazon Neptune Analytics Reset Graph · Amazon Neptune Amazon Neptune SPARQL Update and Verify · Amazon Neptune Amazon Neptune Gremlin Add and Count Vertices · Amazon Neptune Amazon Neptune Bulk Load Job Lifecycle · Amazon Neptune Amazon Neptune openCypher Create and Read Node · Amazon Neptune Amazon Neptune ML Stop Data Processing Job · Amazon Neptune
Business capabilities this tag reaches
Information & Data Management 1

Providers using this tag (21)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Strong 3 Solid coverage with minor gaps
Amazon NeptuneDatabaseGraph DatabaseGremlinNeptune9 APIs62.7IBMAPI ManagementArtificial IntelligenceBillingCloud Computing1 API61.4RoboflowComputer-VisionMachine-LearningArtificial IntelligenceObject Detection1 API56.7
Developing 5 Usable, with meaningful gaps to close
InferenceCompanyArtificial IntelligenceMachine-LearningLLM1 API53.9Fastino LabsCompanyArtificial IntelligenceMachine-LearningSmall Language Models1 API48.4Azure Machine LearningArtificial IntelligenceAzureMachine-LearningMLOps2 APIs46.3OsmosisCompanyArtificial IntelligenceReinforcement LearningLLM1 API46.1TensorWaveCompanyArtificial IntelligenceMachine-LearningCloud Computing1 API45.3
Thin 5 Limited public surface area
AdaptionCompanyArtificial IntelligenceMachine-LearningTraining Data1 API36.3KubeflowArtificial IntelligenceDeep LearningKubernetesMachine-Learning1 API35.6Thinking Machines LabCompanyArtificial IntelligenceMachine-LearningLLM34.9Thinking MachinesCompanyArtificial IntelligenceMachine-LearningFine-Tuning1 API34.7Lightning AICompanyAi MlMachine-LearningGPU Cloud2 APIs27.2
Emerging 3 Early or largely undocumented
Mosaic MlCompanyMachine-LearningArtificial IntelligenceGenerative AI22.4OumiCompanyEconomic HealthArtificial IntelligenceMachine-Learning18.6MosaicMLArtificial IntelligenceFoundation ModelsPretraining12.8
Minimal 5 Almost no public developer surface
Applied ComputeCompanyArtificial IntelligenceMachine-LearningLLM10.0AutoscienceCompanyArtificial IntelligenceMachine-LearningAI Research5.5EngramCompanyArtificial IntelligenceMachine-LearningLLM5.0HydeCompanyAi AppsArtificial IntelligenceMachine-Learning5.0IsidorCompanyArtificial IntelligenceEnterprise AIMachine-Learning5.0

APIs with this tag (3)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Strong 3 Solid coverage with minor gaps
Amazon Neptune Model Training APIML model training job operations62.7IBM watsonx.ai RuntimeBuild, train, and deploy machine learning models with a full range of tools and services for data science a...61.4Roboflow REST APIThe authoritative management interface to the Roboflow platform — workspaces, projects, dataset versions, i...56.7

Score breakdown

Frequency
38.3
log-scaled weighted occurrences
Breadth
0.6
spread across providers
Quality lift
38.0
mean composite of providers using it
Cohesion
5.7
strength of nearest seed neighbor

Related tags

Fine-Tuning 7 co-occurrences Inference 8 co-occurrences MLOps 5 co-occurrences LLM 13 co-occurrences Machine-Learning 19 co-occurrences Developer Tools 5 co-occurrences Artificial Intelligence 19 co-occurrences Open-Source 5 co-occurrences

Where this tag comes from

Provider tag19
Api tag3
Openapi tag1
Openapi op tag4

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