| Safe Haskell | None |
|---|---|
| Language | Haskell2010 |
AI.MEP.Run
Description
Various utilities for running MEP algorithm
- generateCode :: Phenotype Double -> String
- evaluateChromosome :: Num a => Chromosome a -> Vector a -> Vector a
- regressionLoss1 :: (Num result, Ord result) => (b -> b -> result) -> [(a, b)] -> (Vector a -> Vector b) -> (Vector Int, result)
- avgLoss :: Generation Double -> Double
Documentation
generateCode :: Phenotype Double -> String Source
Generate code for the functions with a single output
Arguments
| :: Num a | |
| => Chromosome a | Chromosome to evaluate |
| -> Vector a | Variable values |
| -> Vector a | Resulting vector of multiple evaluations |
Evaluate each subexpression in a chromosome
Arguments
| :: (Num result, Ord result) | |
| => (b -> b -> result) | Distance function |
| -> [(a, b)] | Dataset |
| -> (Vector a -> Vector b) | Chromosome evaluation function (partially applied |
| -> (Vector Int, result) |
Loss function for regression problems with one input and one output. Not normalized with respect to the dataset size.
avgLoss :: Generation Double -> Double Source
Average population loss