EvoVis: Dashboard for Visualizing Evolutionary Neural Architecture Search Algorithms
Linjing Dang, René Groh, Andreas M. Kist · The Journal of Open Source Software · 2025
EvoVis is a dashboard designed to visualize the key components of Evolutionary Neural Architecture Search (ENAS) algorithms.ENAS is an optimization method that mimics biological evolution to optimize one or multiple objectives, ultimately discovering novel neural network architectures tailored to specific tasks.EvoVis offers a holistic view of the ENAS process: It provides insights into hyperparameters, potential neural architecture topologies, the family tree of architectures across generations, and performance trends.Key features include interactive gene pool and family tree graphs, as well as performance plots for monitoring the ENAS runs.The dashboard's generic data structure interface facilitates integration with various ENAS algorithms.