Population Exploration Process

This describes the population exploration process

Filtering for population exploration processes in the platform

Overview

Once an evaluate has been completed, dashboard filters are changed, or the Population Exploration dashlet settings has changed, a new population exploration process initiates.

This process:

• Filters the data that is filtered in the dashboard filters

• Finetunes latent space for the rest of the samples

• Projects the latent space to 2D

• Calculates the clustering of the samples

• (optionally) computes domain gap distances

• Computes insights for the filtered samples

• Selects a subset of the data to present in the dashlet

Common Run Issues:

OOM in population exploration. please adjust the limits in the settings page.