flopscope.stats.laplace

Laplace (double-exponential) continuous random variable.

This object mirrors scipy.stats.laplace.

Notes

loc is the center and scale controls the exponential decay away from that center. Per-method FLOP costs (weight 1.0): pdf deducts 22 * numel(input) (composite: |x-loc|(3) + exp(-z)(17) + /(2*scale)(2), FMA=2), cdf deducts 40 * numel(input) (composite: two eager exp branches + 8 arith/cmp/select; audit-2 verified), ppf deducts 51 * numel(input) (composite: two eager log branches + edge selects; audit-2 verified).

system_message

<string>:1: (WARNING/2) Inline substitution_reference start-string without end-string.