starling.inference.benchmark_mds

Functions

benchmark_methods

Benchmark methods with batch processing support

plot_error_distributions

Create a histogram comparing error distributions for both methods.

plot_timing_comparison

Create a violin plot comparing the timing distributions.

run_benchmark_comparison

Run complete benchmark with all visualizations

visualize_comparison

Visualization function with color scaling based on min/max errors for both methods.