automl / automl/HPOlib

Plotscripts as Plugin

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feature request
Dominant language
Python
Stars
167
Forks
53
PR merge metrics
No merged PRs in 30d

Description

There are three kinds of plots:
- Can plot one optimizer run on one benchmark
- Can compare multiple runs on one benchmark
- Can compare multiple runs of one optimizer with multiple runs of another optimizer on one benchmark

To manage all possible plotfunctions, implement them as Plugins and `HPOlib-plot` can easily select and create possible plots.

Contributor guide

No contributing guide indexed for this repository

Research direction

Start by locating the existing plot functions and the HPOlib-plot command mentioned in the issue. Determine how the three plot cases should be represented as plugins and how plots would be selected and created; done means all stated plot combinations are supported through that plugin mechanism.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
data-visualization
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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