Plot

This directory contains scripts for plotting functions for visualizing EVOLVEpro results. Examples are contained in dms.py and exp.py, and are based on source functions in evolvepro/src/evolve.py.

For plot, use the evolvepro environment:

conda activate evolvepro

DMS Benchmark Visualization (dms.py)

Data Processing

• read_dms_data(): Loads and processes DMS benchmark results, averaging across simulations of the same strategy
• filter_dataframe(): Filters data based on specified conditions

Performance Plots

• plot_comparison(): Bar plots comparing model/strategy performance
• plot_grid_search_bar(): Bar plots of hyperparameter performance
• plot_grid_search_heatmap(): Heatmaps showing parameter interactions
• plot_by_round(): Line plots of evolution progress
• plot_by_round_split(): Evolution progress split by conditions

Experimental Evolution Visualization (exp.py)

• read_exp_data(): Loads experimental round data from Excel files
• plot_variants_by_iteration(): Tracks activity progression across rounds

All functions save outputs as PNG/PDF files and processed data as CSVs.