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vectorised.jl
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vectorised.jl
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"""
generate_counterfactual(
x::Base.Iterators.Zip,
target::RawTargetType,
data::CounterfactualData,
M::Models.AbstractFittedModel,
generator::AbstractGenerator;
kwargs...,
)
Overloads the `generate_counterfactual` method to accept a zip of factuals `x` and return a vector of counterfactuals.
"""
function generate_counterfactual(
x::Base.Iterators.Zip,
target::RawTargetType,
data::CounterfactualData,
M::Models.AbstractFittedModel,
generator::AbstractGenerator;
kwargs...,
)
x = collect(Base.Iterators.flatten(x))
counterfactuals = generate_counterfactual(x, target, data, M, generator; kwargs...)
return counterfactuals
end
"""
generate_counterfactual(
x::Vector{<:Matrix},
target::RawTargetType,
data::CounterfactualData,
M::Models.AbstractFittedModel,
generator::AbstractGenerator;
kwargs...,
)
Overloads the `generate_counterfactual` method to accept a vector of factuals `x` and return a vector of counterfactuals.
"""
function generate_counterfactual(
x::Vector{<:Matrix},
target::RawTargetType,
data::CounterfactualData,
M::Models.AbstractFittedModel,
generator::AbstractGenerator;
kwargs...,
)
counterfactuals = map(
x_ -> generate_counterfactual(x_, target, data, M, generator; kwargs...), x
)
return counterfactuals
end