peal.data.dataset_generators.SparseNumbersZipfDatasetGenerator¶

class peal.data.dataset_generators.SparseNumbersZipfDatasetGenerator[source]¶

Bases: SparseNumbersDatasetGenerator

Variant of SparseNumbersDatasetGenerator where sparse number frequencies follow Zipf’s law: P(n) ∝ 1/(n+1)^s with s=1. The 8 dense red-intensity background variables remain unchanged.

Methods

generate_dataset

Generates the sparse_numbers dataset with Zipf-distributed numbers.

generate_dataset()[source]¶: Generates the sparse_numbers dataset with Zipf-distributed numbers.