Copyright	(c) Tae Geun Kim 2018
License	BSD3
Maintainer	edeftg@gmail.com
Stability	Stable
Safe Haskell	Safe
Language	Haskell2010

HNum.Vector

Description

Synopsis

Documentation

newtype Vector a Source #

Constructors

Vector [a]

Instances

Functor Vector Source #
Methods fmap :: (a -> b) -> Vector a -> Vector b # (<$) :: a -> Vector b -> Vector a #
Applicative Vector Source #
Methods pure :: a -> Vector a # (<>) :: Vector (a -> b) -> Vector a -> Vector b # liftA2 :: (a -> b -> c) -> Vector a -> Vector b -> Vector c # (>) :: Vector a -> Vector b -> Vector b # (<*) :: Vector a -> Vector b -> Vector a #
Foldable Vector Source #
Methods fold :: Monoid m => Vector m -> m # foldMap :: Monoid m => (a -> m) -> Vector a -> m # foldr :: (a -> b -> b) -> b -> Vector a -> b # foldr' :: (a -> b -> b) -> b -> Vector a -> b # foldl :: (b -> a -> b) -> b -> Vector a -> b # foldl' :: (b -> a -> b) -> b -> Vector a -> b # foldr1 :: (a -> a -> a) -> Vector a -> a # foldl1 :: (a -> a -> a) -> Vector a -> a # toList :: Vector a -> [a] # null :: Vector a -> Bool # length :: Vector a -> Int # elem :: Eq a => a -> Vector a -> Bool # maximum :: Ord a => Vector a -> a # minimum :: Ord a => Vector a -> a # sum :: Num a => Vector a -> a # product :: Num a => Vector a -> a #
Concatable Vector Source #
Methods hcat :: Vector a -> Vector a -> Vector a Source # vcat :: Vector a -> Vector a -> Matrix a Source #
VecOps Vector Source #
Methods (.+) :: Num a => Vector a -> a -> Vector a Source # (.-) :: Num a => Vector a -> a -> Vector a Source # (.) :: Num a => Vector a -> a -> Vector a Source # (./) :: Fractional a => Vector a -> a -> Vector a Source # (.^) :: Floating a => Vector a -> a -> Vector a Source # (..) :: Num a => Vector a -> Vector a -> a Source # norm :: Floating a => Vector a -> a Source #
List Vector Source #
Methods toList :: Vector a -> [a] Source # fromList :: [a] -> Vector a Source #
Statistical Vector Source #
Methods mean :: Fractional a => Vector a -> a Source # cov' :: Floating a => Vector a -> Vector a -> a Source # cov :: Floating a => Vector a -> Vector a -> Matrix a Source # var :: Floating a => Vector a -> a Source # std :: Floating a => Vector a -> a Source # cor :: Floating a => Vector a -> Vector a -> a Source #
Eq a => Eq (Vector a) Source #
Methods (==) :: Vector a -> Vector a -> Bool # (/=) :: Vector a -> Vector a -> Bool #
Floating a => Floating (Vector a) Source #
Methods pi :: Vector a # exp :: Vector a -> Vector a # log :: Vector a -> Vector a # sqrt :: Vector a -> Vector a # (**) :: Vector a -> Vector a -> Vector a # logBase :: Vector a -> Vector a -> Vector a # sin :: Vector a -> Vector a # cos :: Vector a -> Vector a # tan :: Vector a -> Vector a # asin :: Vector a -> Vector a # acos :: Vector a -> Vector a # atan :: Vector a -> Vector a # sinh :: Vector a -> Vector a # cosh :: Vector a -> Vector a # tanh :: Vector a -> Vector a # asinh :: Vector a -> Vector a # acosh :: Vector a -> Vector a # atanh :: Vector a -> Vector a # log1p :: Vector a -> Vector a # expm1 :: Vector a -> Vector a # log1pexp :: Vector a -> Vector a # log1mexp :: Vector a -> Vector a #
Fractional a => Fractional (Vector a) Source #
Methods (/) :: Vector a -> Vector a -> Vector a # recip :: Vector a -> Vector a # fromRational :: Rational -> Vector a #
Num a => Num (Vector a) Source #
Methods (+) :: Vector a -> Vector a -> Vector a # (-) :: Vector a -> Vector a -> Vector a # (*) :: Vector a -> Vector a -> Vector a # negate :: Vector a -> Vector a # abs :: Vector a -> Vector a # signum :: Vector a -> Vector a # fromInteger :: Integer -> Vector a #
Show a => Show (Vector a) Source #
Methods showsPrec :: Int -> Vector a -> ShowS # show :: Vector a -> String # showList :: [Vector a] -> ShowS #

vector :: [a] -> Vector a Source #

class List m where Source #

Minimal complete definition

toList, fromList

Methods

toList :: m a -> [a] Source #

fromList :: [a] -> m a Source #

Instances

List Vector Source #
Methods toList :: Vector a -> [a] Source # fromList :: [a] -> Vector a Source #

data Matrix a Source #

Definition of Matrix

Constructors

Matrix
Fields val :: Vector a row :: Int col :: Int byRow :: Bool

Instances

Functor Matrix Source #
Methods fmap :: (a -> b) -> Matrix a -> Matrix b # (<$) :: a -> Matrix b -> Matrix a #
Applicative Matrix Source #
Methods pure :: a -> Matrix a # (<>) :: Matrix (a -> b) -> Matrix a -> Matrix b # liftA2 :: (a -> b -> c) -> Matrix a -> Matrix b -> Matrix c # (>) :: Matrix a -> Matrix b -> Matrix b # (<*) :: Matrix a -> Matrix b -> Matrix a #
Foldable Matrix Source #
Methods fold :: Monoid m => Matrix m -> m # foldMap :: Monoid m => (a -> m) -> Matrix a -> m # foldr :: (a -> b -> b) -> b -> Matrix a -> b # foldr' :: (a -> b -> b) -> b -> Matrix a -> b # foldl :: (b -> a -> b) -> b -> Matrix a -> b # foldl' :: (b -> a -> b) -> b -> Matrix a -> b # foldr1 :: (a -> a -> a) -> Matrix a -> a # foldl1 :: (a -> a -> a) -> Matrix a -> a # toList :: Matrix a -> [a] # null :: Matrix a -> Bool # length :: Matrix a -> Int # elem :: Eq a => a -> Matrix a -> Bool # maximum :: Ord a => Matrix a -> a # minimum :: Ord a => Matrix a -> a # sum :: Num a => Matrix a -> a # product :: Num a => Matrix a -> a #
Concatable Matrix Source #
Methods hcat :: Matrix a -> Matrix a -> Matrix a Source # vcat :: Matrix a -> Matrix a -> Matrix a Source #
MatOps Matrix Source #
Methods (%*%) :: Num a => Matrix a -> Matrix a -> Matrix a Source # (%/%) :: (Eq a, Fractional a) => Matrix a -> Matrix a -> Matrix a Source # det :: (Eq a, Fractional a) => Matrix a -> a Source # inv :: (Eq a, Fractional a) => Matrix a -> Matrix a Source # transpose :: Matrix a -> Matrix a Source #
VecOps Matrix Source #
Methods (.+) :: Num a => Matrix a -> a -> Matrix a Source # (.-) :: Num a => Matrix a -> a -> Matrix a Source # (.) :: Num a => Matrix a -> a -> Matrix a Source # (./) :: Fractional a => Matrix a -> a -> Matrix a Source # (.^) :: Floating a => Matrix a -> a -> Matrix a Source # (..) :: Num a => Matrix a -> Matrix a -> a Source # norm :: Floating a => Matrix a -> a Source #
Matrices Matrix Source #
Methods matForm :: Matrix a -> [[a]] Source # formMat :: [[a]] -> Matrix a Source #
Eq a => Eq (Matrix a) Source #
Methods (==) :: Matrix a -> Matrix a -> Bool # (/=) :: Matrix a -> Matrix a -> Bool #
Floating a => Floating (Matrix a) Source #
Methods pi :: Matrix a # exp :: Matrix a -> Matrix a # log :: Matrix a -> Matrix a # sqrt :: Matrix a -> Matrix a # (**) :: Matrix a -> Matrix a -> Matrix a # logBase :: Matrix a -> Matrix a -> Matrix a # sin :: Matrix a -> Matrix a # cos :: Matrix a -> Matrix a # tan :: Matrix a -> Matrix a # asin :: Matrix a -> Matrix a # acos :: Matrix a -> Matrix a # atan :: Matrix a -> Matrix a # sinh :: Matrix a -> Matrix a # cosh :: Matrix a -> Matrix a # tanh :: Matrix a -> Matrix a # asinh :: Matrix a -> Matrix a # acosh :: Matrix a -> Matrix a # atanh :: Matrix a -> Matrix a # log1p :: Matrix a -> Matrix a # expm1 :: Matrix a -> Matrix a # log1pexp :: Matrix a -> Matrix a # log1mexp :: Matrix a -> Matrix a #
Fractional a => Fractional (Matrix a) Source #
Methods (/) :: Matrix a -> Matrix a -> Matrix a # recip :: Matrix a -> Matrix a # fromRational :: Rational -> Matrix a #
Num a => Num (Matrix a) Source #
Methods (+) :: Matrix a -> Matrix a -> Matrix a # (-) :: Matrix a -> Matrix a -> Matrix a # (*) :: Matrix a -> Matrix a -> Matrix a # negate :: Matrix a -> Matrix a # abs :: Matrix a -> Matrix a # signum :: Matrix a -> Matrix a # fromInteger :: Integer -> Matrix a #
Show a => Show (Matrix a) Source #
Methods showsPrec :: Int -> Matrix a -> ShowS # show :: Matrix a -> String # showList :: [Matrix a] -> ShowS #

matrix :: [[a]] -> Matrix a Source #

matrix is syntactic sugar to create Matrix

class Matrices m where Source #

Matrices is necessary class for Matrix

Minimal complete definition

matForm, formMat

Methods

matForm :: m a -> [[a]] Source #

formMat :: [[a]] -> m a Source #

Instances

Matrices Matrix Source #
Methods matForm :: Matrix a -> [[a]] Source # formMat :: [[a]] -> Matrix a Source #

class Functor f => VecOps f where Source #

(.ops) is an operation Vector(or Matrix) with Constant. Dot means position of Vector. Example: a .* 2 = twice whole elements of a a .*. b = Dot product

Minimal complete definition

(.+), (.-), (.*), (./), (.^), (.*.), norm

Methods

(.+) :: Num a => f a -> a -> f a Source #

(.-) :: Num a => f a -> a -> f a Source #

(.*) :: Num a => f a -> a -> f a Source #

(./) :: Fractional a => f a -> a -> f a Source #

(.^) :: Floating a => f a -> a -> f a Source #

(.*.) :: Num a => f a -> f a -> a Source #

norm :: Floating a => f a -> a Source #

Instances

VecOps Matrix Source #
Methods (.+) :: Num a => Matrix a -> a -> Matrix a Source # (.-) :: Num a => Matrix a -> a -> Matrix a Source # (.) :: Num a => Matrix a -> a -> Matrix a Source # (./) :: Fractional a => Matrix a -> a -> Matrix a Source # (.^) :: Floating a => Matrix a -> a -> Matrix a Source # (..) :: Num a => Matrix a -> Matrix a -> a Source # norm :: Floating a => Matrix a -> a Source #
VecOps Vector Source #
Methods (.+) :: Num a => Vector a -> a -> Vector a Source # (.-) :: Num a => Vector a -> a -> Vector a Source # (.) :: Num a => Vector a -> a -> Vector a Source # (./) :: Fractional a => Vector a -> a -> Vector a Source # (.^) :: Floating a => Vector a -> a -> Vector a Source # (..) :: Num a => Vector a -> Vector a -> a Source # norm :: Floating a => Vector a -> a Source #

class Functor f => MatOps f where Source #

Minimal complete definition

(%*%), (%/%), det, inv, transpose

Methods

(%*%) :: Num a => f a -> f a -> f a Source #

(%/%) :: (Eq a, Fractional a) => f a -> f a -> f a Source #

det :: (Eq a, Fractional a) => f a -> a Source #

inv :: (Eq a, Fractional a) => f a -> f a Source #

transpose :: f a -> f a Source #

Instances

MatOps Matrix Source #
Methods (%*%) :: Num a => Matrix a -> Matrix a -> Matrix a Source # (%/%) :: (Eq a, Fractional a) => Matrix a -> Matrix a -> Matrix a Source # det :: (Eq a, Fractional a) => Matrix a -> a Source # inv :: (Eq a, Fractional a) => Matrix a -> Matrix a Source # transpose :: Matrix a -> Matrix a Source #

bp :: Int -> Matrix a -> Matrix a Source #

Block Partitioning

class Functor f => Concatable f where Source #

Minimal complete definition

hcat, vcat

Methods

hcat :: f a -> f a -> f a Source #

vcat :: f a -> f a -> Matrix a Source #

Instances

Concatable Matrix Source #
Methods hcat :: Matrix a -> Matrix a -> Matrix a Source # vcat :: Matrix a -> Matrix a -> Matrix a Source #
Concatable Vector Source #
Methods hcat :: Vector a -> Vector a -> Vector a Source # vcat :: Vector a -> Vector a -> Matrix a Source #