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authorAlberto Ruiz <aruiz@um.es>2007-10-01 15:04:16 +0000
committerAlberto Ruiz <aruiz@um.es>2007-10-01 15:04:16 +0000
commitc99b8fd6e3f8a2fb365ec12baf838f864b118ece (patch)
tree11b5b8515861fe88d547253ae10c2182d5fadaf2 /lib/Numeric/LinearAlgebra/Instances.hs
parent768f08d4134a066d773d56a9c03ae688e3850352 (diff)
LinearAlgebra and GSL moved to Numeric
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1{-# OPTIONS_GHC -fglasgow-exts -fallow-undecidable-instances #-}
2-----------------------------------------------------------------------------
3{- |
4Module : Numeric.LinearAlgebra.Instances
5Copyright : (c) Alberto Ruiz 2006
6License : GPL-style
7
8Maintainer : Alberto Ruiz (aruiz at um dot es)
9Stability : provisional
10Portability : portable
11
12Numeric instances for Vector and Matrix.
13
14In the context of the standard numeric operators, one-component vectors and matrices automatically expand to match the dimensions of the other operand.
15
16-}
17-----------------------------------------------------------------------------
18
19module Numeric.LinearAlgebra.Instances(
20) where
21
22import Numeric.LinearAlgebra.Linear
23import Numeric.GSL.Vector
24import Data.Packed.Matrix
25import Data.Packed.Vector
26import Complex
27
28adaptScalar f1 f2 f3 x y
29 | dim x == 1 = f1 (x@>0) y
30 | dim y == 1 = f3 x (y@>0)
31 | otherwise = f2 x y
32
33liftMatrix2' :: (Field t, Field a, Field b) => (Vector a -> Vector b -> Vector t) -> Matrix a -> Matrix b -> Matrix t
34liftMatrix2' f m1 m2 | compat' m1 m2 = reshape (max (cols m1) (cols m2)) (f (flatten m1) (flatten m2))
35 | otherwise = error "nonconformant matrices in liftMatrix2'"
36
37compat' :: Matrix a -> Matrix b -> Bool
38compat' m1 m2 = rows m1 == 1 && cols m1 == 1
39 || rows m2 == 1 && cols m2 == 1
40 || rows m1 == rows m2 && cols m1 == cols m2
41
42instance (Eq a, Field a) => Eq (Vector a) where
43 a == b = dim a == dim b && toList a == toList b
44
45instance (Linear Vector a) => Num (Vector a) where
46 (+) = adaptScalar addConstant add (flip addConstant)
47 negate = scale (-1)
48 (*) = adaptScalar scale mul (flip scale)
49 signum = liftVector signum
50 abs = liftVector abs
51 fromInteger = fromList . return . fromInteger
52
53instance (Eq a, Field a) => Eq (Matrix a) where
54 a == b = cols a == cols b && flatten a == flatten b
55
56instance (Linear Vector a) => Num (Matrix a) where
57 (+) = liftMatrix2' (+)
58 (-) = liftMatrix2' (-)
59 negate = liftMatrix negate
60 (*) = liftMatrix2' (*)
61 signum = liftMatrix signum
62 abs = liftMatrix abs
63 fromInteger = (1><1) . return . fromInteger
64
65---------------------------------------------------
66
67instance (Linear Vector a) => Fractional (Vector a) where
68 fromRational n = fromList [fromRational n]
69 (/) = adaptScalar f divide g where
70 r `f` v = scaleRecip r v
71 v `g` r = scale (recip r) v
72
73-------------------------------------------------------
74
75instance (Linear Vector a, Fractional (Vector a)) => Fractional (Matrix a) where
76 fromRational n = (1><1) [fromRational n]
77 (/) = liftMatrix2' (/)
78
79---------------------------------------------------------
80
81instance Floating (Vector Double) where
82 sin = vectorMapR Sin
83 cos = vectorMapR Cos
84 tan = vectorMapR Tan
85 asin = vectorMapR ASin
86 acos = vectorMapR ACos
87 atan = vectorMapR ATan
88 sinh = vectorMapR Sinh
89 cosh = vectorMapR Cosh
90 tanh = vectorMapR Tanh
91 asinh = vectorMapR ASinh
92 acosh = vectorMapR ACosh
93 atanh = vectorMapR ATanh
94 exp = vectorMapR Exp
95 log = vectorMapR Log
96 sqrt = vectorMapR Sqrt
97 (**) = adaptScalar (vectorMapValR PowSV) (vectorZipR Pow) (flip (vectorMapValR PowVS))
98 pi = fromList [pi]
99
100-------------------------------------------------------------
101
102instance Floating (Vector (Complex Double)) where
103 sin = vectorMapC Sin
104 cos = vectorMapC Cos
105 tan = vectorMapC Tan
106 asin = vectorMapC ASin
107 acos = vectorMapC ACos
108 atan = vectorMapC ATan
109 sinh = vectorMapC Sinh
110 cosh = vectorMapC Cosh
111 tanh = vectorMapC Tanh
112 asinh = vectorMapC ASinh
113 acosh = vectorMapC ACosh
114 atanh = vectorMapC ATanh
115 exp = vectorMapC Exp
116 log = vectorMapC Log
117 sqrt = vectorMapC Sqrt
118 (**) = adaptScalar (vectorMapValC PowSV) (vectorZipC Pow) (flip (vectorMapValC PowVS))
119 pi = fromList [pi]
120
121-----------------------------------------------------------
122
123instance (Linear Vector a, Floating (Vector a)) => Floating (Matrix a) where
124 sin = liftMatrix sin
125 cos = liftMatrix cos
126 tan = liftMatrix tan
127 asin = liftMatrix asin
128 acos = liftMatrix acos
129 atan = liftMatrix atan
130 sinh = liftMatrix sinh
131 cosh = liftMatrix cosh
132 tanh = liftMatrix tanh
133 asinh = liftMatrix asinh
134 acosh = liftMatrix acosh
135 atanh = liftMatrix atanh
136 exp = liftMatrix exp
137 log = liftMatrix log
138 (**) = liftMatrix2' (**)
139 sqrt = liftMatrix sqrt
140 pi = (1><1) [pi]