automl / automl/HPOlib

pSMAC

Open
#86 0 comments 0 reactions 0 assignees View on GitHub
feature request
Dominant language
Python
Stars
167
Forks
53
PR merge metrics
No merged PRs in 30d

Description

When starting multiple pSMAC experiments in parallel only the first run should evaluate the default configuration, the other runs should start with a random configuration. We should do this automatically.

Contributor guide

No contributing guide indexed for this repository

Research direction

Locate the pSMAC startup path and trace how parallel experiments select their initial configuration. Determine how the first run is identified and how random configurations are generated, then verify that only the first run evaluates the default configuration while later runs do not. The repository is discontinued, so confirm that this behavior is still wanted before starting.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
20/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.