Demos

Seldon Deploy support two versions of Seldon Core runtimes, Seldon Core v2 and Seldon Core v1.

Seldon Core v2 Runtime

Feature

Demo

Model Explanation

- Tabular Data Classification on Income Dataset

Model and Data Monitoring

- Feature Distributions
- Drift Detection

Security and System Monitoring

- Project Level Auth
- Alert Management

Batch Jobs

- Batch Prediction Jobs

Seldon Core v1 Runtime

Feature

Demo

Model Metadata

- Model Catalog

Model Explanation

- Tabular Data Classification on Income Dataset
- Image Classification on CIFAR10 Dataset
- Text Sentiment on IMDB Movie reviews Dataset

Model and Data Monitoring

- Feature Distributions
- Drift Detection
- Outlier Detection
- Accuracy Metrics

Deployment Servers and
Rollout Strategies

- Seldon pre-packaged servers
- NVIDIA Triton Server

Batch Jobs

- Prediction Jobs

Security and System Monitoring

- Project Level Auth
- Alert Management

Other Integrations

- Kubeflow Pipelines