https://github.com/chris-chris/xmodel

Multi Cloud Model Management System for Machine Learning
https://github.com/chris-chris/xmodel

deep-learning devops dl dl-pipelines machine-learning ml ml-pipeline mlops model model-management

Last synced: 3 months ago
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Multi Cloud Model Management System for Machine Learning

• Host: GitHub
• URL: https://github.com/chris-chris/xmodel
• Owner: chris-chris
• License: mit
• Created: 2020-02-03T07:09:51.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2020-02-05T06:55:13.000Z (over 5 years ago)
• Last Synced: 2025-01-03T12:45:07.627Z (5 months ago)
• Topics: deep-learning, devops, dl, dl-pipelines, machine-learning, ml, ml-pipeline, mlops, model, model-management
• Language: Python
• Size: 3.91 KB
• Stars: 2
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Xmodel: A model management framework for machine learning

Xmodel is an automatic model management software framework, particularly designed for machine learning.

## Key Features

Xmodel has modern functionalities as follows:

- Multi-cloud model management

- Lightweight, versatile, and platform agnostic architecture

## Basic Concepts

We use the terms `project` and `model` as follows:

- Project: A project manages many models

- Model: A model in a machine learning system

## Principles

- Extensible: Easily define your own model validation logic and feature preprocessing code.

- Scalable: Xmodel has a modular architecture.