Welcome to DLHub_SDK’s documentation!

DLHub SDK contains a Python interface to the Data and Learning Hub for Science (DLHub). These interfaces include functions for quickly describing a model in the correct schema for DLHub, and discovering or using models that other scientists have published.

Source Code: https://github.com/DLHub-Argonne/dlhub_sdk

Contents:

• Quickstart
  • Installation
  • For Developers
  • Requirements
• Servable Publication Guide
  • Step 1: Preparing the Submission Directory
  • Step 2: Describing a Servable
  • Step 3: Submitting the Model
• Guide to DLHubClient
  • Authorization
  • Publishing Servables
  • Discovering Servables
  • Running Servables
• Servable Types
  • Python Functions
  • Keras Models
  • PyTorch Models
  • TensorFlow Graphs
  • Scikit-Learn Models
• Argument Types
  • float, integer, number, complex
  • string
  • boolean
  • timedelta, datetime
  • python object
  • ndarray
  • file
  • list
  • tuple
  • dict
• dlhub_sdk
  • dlhub_sdk package

Indices and tables

• Index
• Module Index
• Search Page