EpistasisLab / EpistasisLab/tpot2

Idea: Preventing getting stuck with variable number of mutations

Open
#84 0 comments 0 reactions 0 assignees View on GitHub
enhancement question
Dominant language
Jupyter Notebook
Stars
250
Forks
33
PR merge metrics
No merged PRs in 30d

Description

TPOT2 can often get stuck without learning for long periods before finding a "breakthrough." One idea to potentially try to break out of this sooner could be to increase the number of mutations applied every generation in which there is no improvement in either the best score or the Pareto front.

Contributor guide

No contributing guide indexed for this repository

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.