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3.0.0 Release
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3.0.0 Release
Hydrosphere
🌊
About Hydrosphere
Overview
Concepts
Platform Architecture
Key Features
Model Registry
Inference Pipelines
A/B Model Deployments
Traffic Shadowing
Language-Agnostic
Automatic Outlier Detection
Data Drift Report
Monitoring Dashboard
Alerts
Prediction Explanation
Data Projection
Kubeflow Components
AWS Sagemaker
🏄
Quickstart
Installation
Getting Started
Tutorials
How-To
💧
Resources
Troubleshooting
Reference
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Key Features

Features that make up Hydrosphere Platform

Serving

  • ​Model Registry​
  • ​Inference Pipelines​
  • ​A/B Model Version Deployment​
  • ​Traffic Shadowing​
  • ​Language-Agnostic Deployment​

Monitoring

  • ​Automatic Outlier Detection​
  • ​Data Drift Report​
  • ​Monitoring Dashboard and Data Health Metrics​
  • ​Alerts​

Interpretability

  • ​Prediction Explanations​
  • ​Data Projection ​

Third-Party Integrations

  • ​Kubeflow Components​
  • AWS Sagemaker
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Model Registry
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Serving
Monitoring
Interpretability
Third-Party Integrations