nnpe

Classes

NNPE([spike_scale, slab_scale, ...])

Implements noisy neural posterior estimation (NNPE) as described in [1], which adds noise following a spike-and-slab distribution to the training data as a mild form of data augmentation to robustify against noisy real-world data (see [1, 2] for benchmarks).