v0.2.17: Introducing ExplainerHub

0.2.17:

New Features

• Introducing ExplainerHub: combine multiple dashboards together behind a single frontend with convenient url paths.
  • code example:

  db1 = ExplainerDashboard(explainer, title="Dashboard One", name='db1')
  db2 = ExplainerDashboard(explainer2, title="Dashboard Two", name='project_alpha', description="New proposed model")
  
  hub = ExplainerHub([db1, db2])
  hub.run()
  
  # store an recover from config:
  hub.to_yaml("hub.yaml")
  hub2 = ExplainerHub.from_config("hub.yaml")

• adds option dump_explainer to ExplainerDashboard.to_yaml() to automatically
  dump the explainer along with the .yaml.
• adds option use_waitress to ExplainerDashboard.run() and ExplainerHub.run(), to use the waitress python webserver instead of the Flask development server
• adds parameters to ExplainerDashboard:
  • name: this will be used to assign a url for ExplainerHub (otherwise defaults to dashboard1, dashboard2, etc
  • description: this will be used for the title tooltip in the dashboard
    and in the ExplainerHub frontend.

Improvements

• the cli now uses the waitress server by default.