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A Machine Learning Task Management Platform Based on Kubernetes.

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Tower

A Machine Learning Task Management Platform Based on Kubernetes.

Features

  • View cluster status, tasks.
  • Manage deep learning tasks.
  • Use namespaces for task isolation.

Overview

  • Dashboard Dash
  • Task Management Task
  • Add Task Add
  • Task Details Details
  • Namespace Management NS

Quick Start

Development Test Environment

  • Python 3.6 (Recommend)
  • Django 2.1 (Necessary)
  • Kubernetes 1.15 (Recommend)

Install dependencies

pip install -r requirements.txt

Initialize the Tower

  • Refresh & Synchronize the database(Step 1):
python manage.py makemigrations
python manage.py migrate
  • Create Superuser(Step 2):
python manage.py createsuperuser
  • Run the website(Step 3):
python manage.py runserver

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A Machine Learning Task Management Platform Based on Kubernetes.

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