Seldon Enterprise Platform
  • Seldon Enterprise Platform
  • Learning Environment
    • Self-hosted Kafka
    • Self-hosted PostgreSQL
  • Production Environment
    • Seldon Core 2
    • Kafka Integration
      • Managed Kafka
    • Seldon Enterprise Platform
    • Ingress Controller
      • Istio
    • Model Catalog
      • Managed PostgreSQL
    • Monitoring and Alerting
      • Monitoring
      • Alerting
    • Object Storage
    • Authentication
    • Authorization
    • Audit Logging
    • Argo Workflows
    • Auto Scaling
    • ElasticSearch
    • OpenSearch
    • Request Logging
    • GitOps
  • Multi-tenant Environment
  • OpenShift Environment
  • Product Tour
    • Deployment Dashboard
    • Deployment Wizard
    • Model Explanations
    • Data Drift Detection
    • Rollout Strategies
      • Canary
      • Shadow
    • REST API
    • v1alpha1
  • Demos
    • General
      • Alerting Integrations
      • Model Catalog
      • Project-based Authentication
    • Seldon Core 2
      • Feature Distributions
      • Drift Detection
      • Outlier Detection
      • Image Explanations
      • Tabular Explanations
      • Text Explanations
      • Batch Prediction Jobs
      • Canary Promotion
      • Text Generation with Custom HuggingFace Model
    • Seldon Core 1
      • Feature Distributions
      • Drift Detection
      • Outlier Detection
      • Image Explanations
      • Tabular Explanations
      • Text Explanations
      • Batch Prediction Jobs
      • Canary Promotion
      • Text Generation with Custom HuggingFace Model
      • Model Accuracy
  • Architecture
    • Audit Logging
    • Authentication
    • Explainers
    • Gateways
    • GitOps
    • Observability
    • ML data events monitoring
    • Seldon security architecture
  • Operations
    • App Analytics
    • Authorization
    • Deployment Models
    • GitOps Sync
    • Health Check
    • Kubernetes Resources
    • LDAP Integration
    • Model Metadata
    • Namespaces
    • Secrets Management
    • Single Sign-On
    • Storage Initializers
    • Usage Monitoring
  • Upgrading
    • Upgrading to 2.4.0
    • Upgrading to 2.3.1
    • Upgrading to 2.3.0
    • Upgrading to 2.2.1
    • Upgrading to 2.2.0
    • Upgrading to 2.1.1
    • Upgrading to 2.1.0
    • Upgrading to 2.0.2
    • Upgrading to 2.0.1
    • Upgrading to 2.0.0
    • Upgrading to 1.6.0
    • Upgrading to 1.5.1
    • Upgrading to 1.5.0
    • Upgrading to 1.4.0
    • Upgrading to 1.3.0
    • Upgrading to 1.2.0
    • Upgrading to 1.1.0
    • Upgrading to 1.0.0
    • Pre GA versions
  • Help and Support
  • Release Notes
    • Before 2.4
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  1. Architecture

Explainers

PreviousAuthenticationNextGateways

Last updated 6 months ago

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Machine Learning Model Explanation

Seldon uses its Open Source to provide model explanation. The library provides a wide range of techniques which will be integrated and optimized for usage in Seldon Enterprise Platform.

Alibi Model Explanation library