Seldon Core

These demos assume you have a running Seldon Deploy installed with relevant permissions to create/update deployments.


Canary Promotion

Launch a SKLearn model and update model by canarying

Model Explanations with Anchor Tabular

Launch an income prediction model and get explanations on tabular data.

Model Explanations with Anchor Text

Launch an movie sentiment prediction model and get explanations on text data.

Model Explanations with Anchor Images

Launch an image classifier model and get explanations on image data.

Drift Detection with CIFAR10 Image Classifier

Launch an image classifier model and detect drift.

Outlier Detection with CIFAR10 Image Classifier

Launch an image classifier model and detect outlier prediction requests.

Batch

Launch a batch workflow

Kubeflow Example

Run a Kubeflow Pipeline interacting with Seldon Deploy

Model Accuracy Metrics with Iris Classifier

Launch an iris classifier model and monitor accuracy metrics.

Last modified September 5, 2020: Update Demos section (91a072d)