OctaiPipe Components

OctaiPipe makes use of Docker containers to encapsulate areas of functionality including server-side components such as the Jupyter notebook server or client-side components such as the edge client.

These containers are defined by the following images:

OctaiPipe Images

Each step in an ML pipeline typically uses a container defined by one of the OctaiPipe library images. Different images can be specified depending on the OctaiPipe modules required:

OctaiPipe Modules

Components

• OctaiPipe Images
• OctaiPipe Modules
• Docker Resource Constraints
• OctaiPipe Models
• Data Loading and Writing Utilities
• Model and Preprocessor Object Management