hydrosdk - SDK for Hydrosphere.io

hydrosdk is the Hydrosphere.io SDK for Python. It enables Python developers to configure, and manage model lifecycle on Hydrosphere.io platform. hydrosdk provides an easy to use, object-oriented API.

Hydrosphere is a platform for deploying, versioning and monitoring your machine learning models in production. It is language-agnostic and framework-agnostic, with support for all major programming languages and frameworks - Python, Java, Tensorflow, Pytorch, etc.

What to do next?

• ⭐️ Checkout and star Hydrosphere Github Repo;

• 🐍 Install and explore our Quickstart tutorial;

• 🥳 Become part of Hydrosphere Slack Community.

Contents:

• What’s new in 3.0.0
• Quickstart
  • Installation
  • Using hydrosdk
• Getting Started Tutorial
  • Creating a ModelVersion
  • Connect to your deployed model
  • Attach monitoring model to your inference model
• hydrosdk API
  • hydrosdk.cluster module
  • hydrosdk.application module
  • hydrosdk.modelversion module
  • hydrosdk.predictor module
  • hydrosdk.deployment_configuration module
  • hydrosdk.signature module
  • hydrosdk.exceptions module
  • hydrosdk.image module
  • hydrosdk.monitoring module
  • hydrosdk.servable module
• Getting Help
• hydrosdk Github page
• hydrosdk PyPi package
• Hydrosphere Platform Github page

Indices and tables

• Index

• Module Index

• Search Page