linear-1.20.3: Linear Algebra

Copyright(C) 2012-2015 Edward Kmett
LicenseBSD-style (see the file LICENSE)
MaintainerEdward Kmett <ekmett@gmail.com>
Stabilityexperimental
Portabilitynon-portable
Safe HaskellTrustworthy
LanguageHaskell98

Linear.V

Description

n-D Vectors

Synopsis

Documentation

newtype V n a Source

Constructors

V 

Fields

Instances

FunctorWithIndex Int (V k n) Source 

Methods

imap :: (Int -> a -> b) -> V k n a -> V k n b

imapped :: (Indexable Int p, Settable f) => p a (f b) -> V k n a -> f (V k n b)

FoldableWithIndex Int (V k n) Source 

Methods

ifoldMap :: Monoid m => (Int -> a -> m) -> V k n a -> m

ifolded :: (Indexable Int p, Contravariant f, Applicative f) => p a (f a) -> V k n a -> f (V k n a)

ifoldr :: (Int -> a -> b -> b) -> b -> V k n a -> b

ifoldl :: (Int -> b -> a -> b) -> b -> V k n a -> b

ifoldr' :: (Int -> a -> b -> b) -> b -> V k n a -> b

ifoldl' :: (Int -> b -> a -> b) -> b -> V k n a -> b

TraversableWithIndex Int (V k n) Source 

Methods

itraverse :: Applicative f => (Int -> a -> f b) -> V k n a -> f (V k n b)

itraversed :: (Indexable Int p, Applicative f) => p a (f b) -> V k n a -> f (V k n b)

(Dim k n, Unbox a) => Vector Vector (V k n a) Source 

Methods

basicUnsafeFreeze :: PrimMonad m => Mutable Vector (PrimState m) (V k n a) -> m (Vector (V k n a))

basicUnsafeThaw :: PrimMonad m => Vector (V k n a) -> m (Mutable Vector (PrimState m) (V k n a))

basicLength :: Vector (V k n a) -> Int

basicUnsafeSlice :: Int -> Int -> Vector (V k n a) -> Vector (V k n a)

basicUnsafeIndexM :: Monad m => Vector (V k n a) -> Int -> m (V k n a)

basicUnsafeCopy :: PrimMonad m => Mutable Vector (PrimState m) (V k n a) -> Vector (V k n a) -> m ()

elemseq :: Vector (V k n a) -> V k n a -> b -> b

(Dim k n, Unbox a) => MVector MVector (V k n a) Source 

Methods

basicLength :: MVector s (V k n a) -> Int

basicUnsafeSlice :: Int -> Int -> MVector s (V k n a) -> MVector s (V k n a)

basicOverlaps :: MVector s (V k n a) -> MVector s (V k n a) -> Bool

basicUnsafeNew :: PrimMonad m => Int -> m (MVector (PrimState m) (V k n a))

basicInitialize :: PrimMonad m => MVector (PrimState m) (V k n a) -> m ()

basicUnsafeReplicate :: PrimMonad m => Int -> V k n a -> m (MVector (PrimState m) (V k n a))

basicUnsafeRead :: PrimMonad m => MVector (PrimState m) (V k n a) -> Int -> m (V k n a)

basicUnsafeWrite :: PrimMonad m => MVector (PrimState m) (V k n a) -> Int -> V k n a -> m ()

basicClear :: PrimMonad m => MVector (PrimState m) (V k n a) -> m ()

basicSet :: PrimMonad m => MVector (PrimState m) (V k n a) -> V k n a -> m ()

basicUnsafeCopy :: PrimMonad m => MVector (PrimState m) (V k n a) -> MVector (PrimState m) (V k n a) -> m ()

basicUnsafeMove :: PrimMonad m => MVector (PrimState m) (V k n a) -> MVector (PrimState m) (V k n a) -> m ()

basicUnsafeGrow :: PrimMonad m => MVector (PrimState m) (V k n a) -> Int -> m (MVector (PrimState m) (V k n a))

Dim k n => Dim * (V k n a) Source 

Methods

reflectDim :: p (V k n a) -> Int Source

Dim k n => Monad (V k n) Source 

Methods

(>>=) :: V k n a -> (a -> V k n b) -> V k n b

(>>) :: V k n a -> V k n b -> V k n b

return :: a -> V k n a

fail :: String -> V k n a

Functor (V k n) Source 

Methods

fmap :: (a -> b) -> V k n a -> V k n b

(<$) :: a -> V k n b -> V k n a

Dim k n => MonadFix (V k n) Source 

Methods

mfix :: (a -> V k n a) -> V k n a

Dim k n => Applicative (V k n) Source 

Methods

pure :: a -> V k n a

(<*>) :: V k n (a -> b) -> V k n a -> V k n b

(*>) :: V k n a -> V k n b -> V k n b

(<*) :: V k n a -> V k n b -> V k n a

Foldable (V k n) Source 

Methods

fold :: Monoid m => V k n m -> m

foldMap :: Monoid m => (a -> m) -> V k n a -> m

foldr :: (a -> b -> b) -> b -> V k n a -> b

foldr' :: (a -> b -> b) -> b -> V k n a -> b

foldl :: (b -> a -> b) -> b -> V k n a -> b

foldl' :: (b -> a -> b) -> b -> V k n a -> b

foldr1 :: (a -> a -> a) -> V k n a -> a

foldl1 :: (a -> a -> a) -> V k n a -> a

toList :: V k n a -> [a]

null :: V k n a -> Bool

length :: V k n a -> Int

elem :: Eq a => a -> V k n a -> Bool

maximum :: Ord a => V k n a -> a

minimum :: Ord a => V k n a -> a

sum :: Num a => V k n a -> a

product :: Num a => V k n a -> a

Traversable (V k n) Source 

Methods

traverse :: Applicative f => (a -> f b) -> V k n a -> f (V k n b)

sequenceA :: Applicative f => V k n (f a) -> f (V k n a)

mapM :: Monad m => (a -> m b) -> V k n a -> m (V k n b)

sequence :: Monad m => V k n (m a) -> m (V k n a)

Generic1 (V k n) Source 

Associated Types

type Rep1 (V k n :: * -> *) :: * -> *

Methods

from1 :: V k n a -> Rep1 (V k n) a

to1 :: Rep1 (V k n) a -> V k n a

Dim k n => Distributive (V k n) Source 

Methods

distribute :: Functor f => f (V k n a) -> V k n (f a)

collect :: Functor f => (a -> V k n b) -> f a -> V k n (f b)

distributeM :: Monad m => m (V k n a) -> V k n (m a)

collectM :: Monad m => (a -> V k n b) -> m a -> V k n (m b)

Dim k n => Representable (V k n) Source 

Associated Types

type Rep (V k n :: * -> *) :: *

Methods

tabulate :: (Rep (V k n) -> a) -> V k n a

index :: V k n a -> Rep (V k n) -> a

Dim k n => MonadZip (V k n) Source 

Methods

mzip :: V k n a -> V k n b -> V k n (a, b)

mzipWith :: (a -> b -> c) -> V k n a -> V k n b -> V k n c

munzip :: V k n (a, b) -> (V k n a, V k n b)

Dim k n => Serial1 (V k n) Source 

Methods

serializeWith :: MonadPut m => (a -> m ()) -> V k n a -> m ()

deserializeWith :: MonadGet m => m a -> m (V k n a)

Apply (V k n) Source 

Methods

(<.>) :: V k n (a -> b) -> V k n a -> V k n b

(.>) :: V k n a -> V k n b -> V k n b

(<.) :: V k n a -> V k n b -> V k n a

Bind (V k n) Source 

Methods

(>>-) :: V k n a -> (a -> V k n b) -> V k n b

join :: V k n (V k n a) -> V k n a

Dim k n => Eq1 (V k n) Source 

Methods

eq1 :: Eq a => V k n a -> V k n a -> Bool

Dim k n => Ord1 (V k n) Source 

Methods

compare1 :: Ord a => V k n a -> V k n a -> Ordering

Dim k n => Read1 (V k n) Source 

Methods

readsPrec1 :: Read a => Int -> ReadS (V k n a)

Dim k n => Show1 (V k n) Source 

Methods

showsPrec1 :: Show a => Int -> V k n a -> ShowS

Dim k n => Additive (V k n) Source 

Methods

zero :: Num a => V k n a Source

(^+^) :: Num a => V k n a -> V k n a -> V k n a Source

(^-^) :: Num a => V k n a -> V k n a -> V k n a Source

lerp :: Num a => a -> V k n a -> V k n a -> V k n a Source

liftU2 :: (a -> a -> a) -> V k n a -> V k n a -> V k n a Source

liftI2 :: (a -> b -> c) -> V k n a -> V k n b -> V k n c Source

Dim k n => Metric (V k n) Source 

Methods

dot :: Num a => V k n a -> V k n a -> a Source

quadrance :: Num a => V k n a -> a Source

qd :: Num a => V k n a -> V k n a -> a Source

distance :: Floating a => V k n a -> V k n a -> a Source

norm :: Floating a => V k n a -> a Source

signorm :: Floating a => V k n a -> V k n a Source

Dim * n => Trace (V * n) Source 

Methods

trace :: Num a => V * n (V * n a) -> a Source

diagonal :: V * n (V * n a) -> V * n a Source

Dim * n => Affine (V * n) Source 

Associated Types

type Diff (V * n :: * -> *) :: * -> * Source

Methods

(.-.) :: Num a => V * n a -> V * n a -> Diff (V * n) a Source

(.+^) :: Num a => V * n a -> Diff (V * n) a -> V * n a Source

(.-^) :: Num a => V * n a -> Diff (V * n) a -> V * n a Source

(Bounded a, Dim k n) => Bounded (V k n a) Source 

Methods

minBound :: V k n a

maxBound :: V k n a

Eq a => Eq (V k n a) Source 

Methods

(==) :: V k n a -> V k n a -> Bool

(/=) :: V k n a -> V k n a -> Bool

(Dim k n, Floating a) => Floating (V k n a) Source 

Methods

pi :: V k n a

exp :: V k n a -> V k n a

log :: V k n a -> V k n a

sqrt :: V k n a -> V k n a

(**) :: V k n a -> V k n a -> V k n a

logBase :: V k n a -> V k n a -> V k n a

sin :: V k n a -> V k n a

cos :: V k n a -> V k n a

tan :: V k n a -> V k n a

asin :: V k n a -> V k n a

acos :: V k n a -> V k n a

atan :: V k n a -> V k n a

sinh :: V k n a -> V k n a

cosh :: V k n a -> V k n a

tanh :: V k n a -> V k n a

asinh :: V k n a -> V k n a

acosh :: V k n a -> V k n a

atanh :: V k n a -> V k n a

(Dim k n, Fractional a) => Fractional (V k n a) Source 

Methods

(/) :: V k n a -> V k n a -> V k n a

recip :: V k n a -> V k n a

fromRational :: Rational -> V k n a

(Typeable (* -> *) (V k n), Typeable * (V k n a), Dim k n, Data a) => Data (V k n a) Source 

Methods

gfoldl :: (forall d b. Data d => c (d -> b) -> d -> c b) -> (forall g. g -> c g) -> V k n a -> c (V k n a)

gunfold :: (forall b r. Data b => c (b -> r) -> c r) -> (forall r. r -> c r) -> Constr -> c (V k n a)

toConstr :: V k n a -> Constr

dataTypeOf :: V k n a -> DataType

dataCast1 :: Typeable (* -> *) t => (forall d. Data d => c (t d)) -> Maybe (c (V k n a))

dataCast2 :: Typeable (* -> * -> *) t => (forall d e. (Data d, Data e) => c (t d e)) -> Maybe (c (V k n a))

gmapT :: (forall b. Data b => b -> b) -> V k n a -> V k n a

gmapQl :: (r -> r' -> r) -> r -> (forall d. Data d => d -> r') -> V k n a -> r

gmapQr :: (r' -> r -> r) -> r -> (forall d. Data d => d -> r') -> V k n a -> r

gmapQ :: (forall d. Data d => d -> u) -> V k n a -> [u]

gmapQi :: Int -> (forall d. Data d => d -> u) -> V k n a -> u

gmapM :: Monad m => (forall d. Data d => d -> m d) -> V k n a -> m (V k n a)

gmapMp :: MonadPlus m => (forall d. Data d => d -> m d) -> V k n a -> m (V k n a)

gmapMo :: MonadPlus m => (forall d. Data d => d -> m d) -> V k n a -> m (V k n a)

(Dim k n, Num a) => Num (V k n a) Source 

Methods

(+) :: V k n a -> V k n a -> V k n a

(-) :: V k n a -> V k n a -> V k n a

(*) :: V k n a -> V k n a -> V k n a

negate :: V k n a -> V k n a

abs :: V k n a -> V k n a

signum :: V k n a -> V k n a

fromInteger :: Integer -> V k n a

Ord a => Ord (V k n a) Source 

Methods

compare :: V k n a -> V k n a -> Ordering

(<) :: V k n a -> V k n a -> Bool

(<=) :: V k n a -> V k n a -> Bool

(>) :: V k n a -> V k n a -> Bool

(>=) :: V k n a -> V k n a -> Bool

max :: V k n a -> V k n a -> V k n a

min :: V k n a -> V k n a -> V k n a

Read a => Read (V k n a) Source 

Methods

readsPrec :: Int -> ReadS (V k n a)

readList :: ReadS [V k n a]

readPrec :: ReadPrec (V k n a)

readListPrec :: ReadPrec [V k n a]

Show a => Show (V k n a) Source 

Methods

showsPrec :: Int -> V k n a -> ShowS

show :: V k n a -> String

showList :: [V k n a] -> ShowS

Generic (V k n a) Source 

Associated Types

type Rep (V k n a) :: * -> *

Methods

from :: V k n a -> Rep (V k n a) x

to :: Rep (V k n a) x -> V k n a

(Dim k n, Storable a) => Storable (V k n a) Source 

Methods

sizeOf :: V k n a -> Int

alignment :: V k n a -> Int

peekElemOff :: Ptr (V k n a) -> Int -> IO (V k n a)

pokeElemOff :: Ptr (V k n a) -> Int -> V k n a -> IO ()

peekByteOff :: Ptr b -> Int -> IO (V k n a)

pokeByteOff :: Ptr b -> Int -> V k n a -> IO ()

peek :: Ptr (V k n a) -> IO (V k n a)

poke :: Ptr (V k n a) -> V k n a -> IO ()

(Dim k n, Binary a) => Binary (V k n a) Source 

Methods

put :: V k n a -> Put

get :: Get (V k n a)

(Dim k n, Serial a) => Serial (V k n a) Source 

Methods

serialize :: MonadPut m => V k n a -> m ()

deserialize :: MonadGet m => m (V k n a)

(Dim k n, Serialize a) => Serialize (V k n a) Source 

Methods

put :: Putter (V k n a)

get :: Get (V k n a)

NFData a => NFData (V k n a) Source 

Methods

rnf :: V k n a -> ()

(Dim k n, Unbox a) => Unbox (V k n a) Source 
Ixed (V k n a) Source 

Methods

ix :: Index (V k n a) -> Traversal' (V k n a) (IxValue (V k n a))

(Dim k n, Epsilon a) => Epsilon (V k n a) Source 

Methods

nearZero :: V k n a -> Bool Source

Each (V k n a) (V k n b) a b Source 

Methods

each :: Traversal (V k n a) (V k n b) a b

data MVector s (V k n a) = MV_VN !Int !(MVector s a) Source 
type Rep1 (V k n) Source 
type Rep (V k n) = Int Source 
type Diff (V * n) = V * n Source 
type Rep (V k n a) Source 
data Vector (V k n a) = V_VN !Int !(Vector a) Source 
type Index (V k n a) = Int Source 
type IxValue (V k n a) = a Source 

int :: Int -> TypeQ

This can be used to generate a template haskell splice for a type level version of a given int.

This does not use GHC TypeLits, instead it generates a numeric type by hand similar to the ones used in the "Functional Pearl: Implicit Configurations" paper by Oleg Kiselyov and Chung-Chieh Shan.

instance Num (Q Exp) provided in this package allows writing $(3) instead of $(int 3). Sometimes the two will produce the same representation (if compiled without the -DUSE_TYPE_LITS preprocessor directive).

dim :: forall n a. Dim n => V n a -> Int Source

class Dim n where Source

Methods

reflectDim :: p n -> Int Source

Instances

KnownNat n => Dim Nat n Source 

Methods

reflectDim :: p n -> Int Source

Dim k n => Dim * (V k n a) Source 

Methods

reflectDim :: p (V k n a) -> Int Source

reifyDim :: Int -> (forall n. Dim n => Proxy n -> r) -> r Source

reifyVector :: forall a r. Vector a -> (forall n. Dim n => V n a -> r) -> r Source

reifyDimNat :: Int -> (forall n. KnownNat n => Proxy n -> r) -> r Source

reifyVectorNat :: forall a r. Vector a -> (forall n. KnownNat n => V n a -> r) -> r Source

fromVector :: forall n a. Dim n => Vector a -> Maybe (V n a) Source