| Copyright | (c) Fabricio Olivetti 2021 - 2024 |
|---|---|
| License | BSD3 |
| Maintainer | [email protected] |
| Stability | experimental |
| Portability | ConstraintKinds |
| Safe Haskell | None |
| Language | Haskell2010 |
Algorithm.SRTree.Opt
Description
Functions to optimize the parameters of an expression.
Synopsis
- minimizeNLL' :: (ObjectiveD -> Maybe VectorStorage -> LocalAlgorithm) -> Distribution -> Maybe PVector -> Int -> SRMatrix -> PVector -> Fix SRTree -> PVector -> (PVector, Double, Int)
- minimizeNLL :: Distribution -> Maybe PVector -> Int -> SRMatrix -> PVector -> Fix SRTree -> PVector -> (PVector, Double, Int)
- minimizeNLLWithFixedParam' :: (ObjectiveD -> Maybe VectorStorage -> LocalAlgorithm) -> Distribution -> Maybe PVector -> Int -> SRMatrix -> PVector -> Fix SRTree -> Int -> PVector -> PVector
- minimizeNLLWithFixedParam :: Distribution -> Maybe PVector -> Int -> SRMatrix -> PVector -> Fix SRTree -> Int -> PVector -> PVector
- minimizeGaussian :: Int -> SRMatrix -> PVector -> Fix SRTree -> PVector -> (PVector, Double, Int)
- minimizeBinomial :: Int -> SRMatrix -> PVector -> Fix SRTree -> PVector -> (PVector, Double, Int)
- minimizePoisson :: Int -> SRMatrix -> PVector -> Fix SRTree -> PVector -> (PVector, Double, Int)
Documentation
minimizeNLL' :: (ObjectiveD -> Maybe VectorStorage -> LocalAlgorithm) -> Distribution -> Maybe PVector -> Int -> SRMatrix -> PVector -> Fix SRTree -> PVector -> (PVector, Double, Int) Source #
minimizes the negative log-likelihood of the expression
minimizeNLL :: Distribution -> Maybe PVector -> Int -> SRMatrix -> PVector -> Fix SRTree -> PVector -> (PVector, Double, Int) Source #
minimizeNLLWithFixedParam' :: (ObjectiveD -> Maybe VectorStorage -> LocalAlgorithm) -> Distribution -> Maybe PVector -> Int -> SRMatrix -> PVector -> Fix SRTree -> Int -> PVector -> PVector Source #
minimizes the function while keeping the parameter ix fixed (used to calculate the profile)
minimizeNLLWithFixedParam :: Distribution -> Maybe PVector -> Int -> SRMatrix -> PVector -> Fix SRTree -> Int -> PVector -> PVector Source #
minimizeGaussian :: Int -> SRMatrix -> PVector -> Fix SRTree -> PVector -> (PVector, Double, Int) Source #
minimizes using Gaussian likelihood