Argmax2D

struct Argmax2DBenchmark{E, R} <: AbstractBenchmark

Argmax becnhmark on a 2d polytope.

Fields

• nb_features::Int64: number of features

• encoder::Any: true mapping between features and costs

• polytope_vertex_range::Any:

Argmax2DBenchmark(
;
    nb_features,
    seed,
    polytope_vertex_range
) -> Argmax2DBenchmark{E, Vector{Int64}} where E<:(Flux.Dense{typeof(identity), Matrix{Float32}})

Custom constructor for Argmax2DBenchmark.

generate_dataset(bench::Argmax2DBenchmark; ...) -> Vector
generate_dataset(
    bench::Argmax2DBenchmark,
    dataset_size;
    seed,
    rng
) -> Any

Generate a dataset for the Argmax2DBenchmark.

generate_maximizer(
    _::Argmax2DBenchmark
) -> typeof(DecisionFocusedLearningBenchmarks.Argmax2D.maximizer)

Maximizer for the Argmax2DBenchmark.

generate_statistical_model(
    bench::Argmax2DBenchmark;
    seed,
    rng
) -> Flux.Dense{typeof(identity), Matrix{Float32}}

Generate a statistical model for the Argmax2DBenchmark.

plot_data(
    bench::Argmax2DBenchmark,
    sample::DataSample;
    instance,
    θ,
    kwargs...
) -> Plots.Plot

Plot the data sample for the Argmax2DBenchmark.