Pachyderm - Seldon Deploy Integration: Monitoring and Provenance for Machine Learning Models

Repository content:

• gke_install folder: step by step instructions to install prerequistes on a GKE cluster (public & private). This option uses the native Pachyderm deployment for GKE (requires a storage bucket).
• minikube_install folder: step by step instructions to install prerequistes on a Minikube cluster.
• repo folder:
  • tutorial.ipynb: Pachyderm/Seldon integration demo.
  • data: datasets folder
  • various Training/Deployer folders containing related Docker Images, build them with make build
  • various sh scripts, used in the demo notebook

In this video, @enricorotundo gives a detailed walkthrough on the content of this repository.