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
Powered by GitBook
On this page

Was this helpful?

Export as PDF
  1. Architecture

Explainers

Machine Learning Model Explanation

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

PreviousAuthenticationNextGateways

Last updated 5 months ago

Was this helpful?