Hydrosphere.io
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2.4.3 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
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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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Interpretability
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Model Registry
Last updated 5 months ago
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Contents
Serving
Monitoring
Interpretability
Third-Party Integrations