Population Exploration Process

This describes the population exploration process

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.