evox.metrics.hv
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Module Contents#
Functions#
Monte Carlo Hypervolume Calculation using bounding cube method. |
API#
- evox.metrics.hv.hv(objs: torch.Tensor, ref: torch.Tensor, num_sample: int = 100000)[source]#
Monte Carlo Hypervolume Calculation using bounding cube method.
- Parameters:
objs – Objective points of shape (n_points, n_objs).
ref – Reference point of shape (n_objs, ).
num_sample – Number of Monte Carlo samples.
- Returns:
Estimated hypervolume.