| Safe Haskell | None |
|---|
HLearn.Models.Distributions.Common
- class Distribution dist sample prob | dist -> sample where
- pdf :: dist -> sample -> prob
- cdf :: dist -> sample -> prob
- cdfInverse :: dist -> prob -> sample
- module Data.Number.LogFloat
Documentation
class Distribution dist sample prob | dist -> sample whereSource
We use the same class for both discrete and continuous distributions. Unfortunately, we cannot use the type classes from the statistics package because we require more generalilty.
Methods
pdf :: dist -> sample -> probSource
cdf :: dist -> sample -> probSource
cdfInverse :: dist -> prob -> sampleSource
Instances
| Distribution (Gaussian Double) Double Double | |
| (Ord label, Ord prob, Floating prob, Random prob) => Distribution (Categorical label prob) label prob |
module Data.Number.LogFloat