馃挘 Machine learning which might blow up in your face 馃挘
huwcampbell.com
1name: grenade
2version: 0.1.0
3license: BSD2
4license-file: LICENSE
5author: Huw Campbell <huw.campbell@gmail.com>
6maintainer: Huw Campbell <huw.campbell@gmail.com>
7copyright: (c) 2016-2017 Huw Campbell.
8synopsis: Practical Deep Learning in Haskell
9category: AI, Machine Learning
10cabal-version: >= 1.10
11build-type: Simple
12description:
13 Grenade is a composable, dependently typed, practical, and fast
14 recurrent neural network library for precise specifications and
15 complex deep neural networks in Haskell.
16 .
17 Grenade provides an API for composing layers of a neural network
18 into a sequence parallel graph in a type safe manner; running
19 networks with reverse automatic differentiation to calculate their
20 gradients; and applying gradient descent for learning.
21 .
22 Documentation and examples are available on github
23 <https://github.com/HuwCampbell/grenade>.
24
25extra-source-files:
26 README.md
27 cbits/im2col.h
28 cbits/im2col.c
29 cbits/gradient_descent.h
30 cbits/gradient_descent.c
31 cbits/pad.h
32 cbits/pad.c
33
34source-repository head
35 type: git
36 location: https://github.com/HuwCampbell/grenade.git
37
38library
39 build-depends:
40 base >= 4.8 && < 5
41 , bytestring >= 0.10 && < 0.13
42 , containers >= 0.5 && < 0.8
43 , cereal >= 0.5 && < 0.6
44 , deepseq >= 1.4 && < 1.6
45 , hmatrix >= 0.18 && < 0.21
46 , MonadRandom >= 0.4 && < 0.7
47 , primitive >= 0.6 && < 0.10
48 -- Versions of singletons are *tightly* coupled with the
49 -- GHC version so its fine to drop version bounds.
50 , singletons
51 , singletons-base
52 , vector >= 0.11 && < 0.14
53
54 ghc-options:
55 -Wall
56 hs-source-dirs:
57 src
58
59 default-language: Haskell2010
60
61 if impl(ghc < 8.0)
62 ghc-options: -fno-warn-incomplete-patterns
63 cpp-options: -DType=*
64
65 if impl(ghc >= 8.6)
66 default-extensions: NoStarIsType
67
68 exposed-modules:
69 Grenade
70 Grenade.Core
71 Grenade.Core.Layer
72 Grenade.Core.LearningParameters
73 Grenade.Core.Network
74 Grenade.Core.Runner
75 Grenade.Core.Shape
76
77 Grenade.Layers
78 Grenade.Layers.Concat
79 Grenade.Layers.Convolution
80 Grenade.Layers.Crop
81 Grenade.Layers.Deconvolution
82 Grenade.Layers.Dropout
83 Grenade.Layers.Elu
84 Grenade.Layers.FullyConnected
85 Grenade.Layers.Inception
86 Grenade.Layers.Logit
87 Grenade.Layers.Merge
88 Grenade.Layers.Pad
89 Grenade.Layers.Pooling
90 Grenade.Layers.Relu
91 Grenade.Layers.Reshape
92 Grenade.Layers.Sinusoid
93 Grenade.Layers.Softmax
94 Grenade.Layers.Tanh
95 Grenade.Layers.Trivial
96
97 Grenade.Layers.Internal.Convolution
98 Grenade.Layers.Internal.Pad
99 Grenade.Layers.Internal.Pooling
100 Grenade.Layers.Internal.Update
101
102 Grenade.Recurrent
103
104 Grenade.Recurrent.Core
105 Grenade.Recurrent.Core.Layer
106 Grenade.Recurrent.Core.Network
107 Grenade.Recurrent.Core.Runner
108
109 Grenade.Recurrent.Layers
110 Grenade.Recurrent.Layers.BasicRecurrent
111 Grenade.Recurrent.Layers.ConcatRecurrent
112 Grenade.Recurrent.Layers.LSTM
113
114 Grenade.Utils.OneHot
115
116 includes: cbits/im2col.h
117 cbits/gradient_descent.h
118 cbits/pad.h
119 c-sources: cbits/im2col.c
120 cbits/gradient_descent.c
121 cbits/pad.c
122
123 cc-options: -std=c99 -O3 -msse4.2 -Wall -Werror -DCABAL=1
124
125test-suite test
126 type: exitcode-stdio-1.0
127
128 main-is: test.hs
129
130 ghc-options: -Wall -threaded -O2
131
132 hs-source-dirs:
133 test
134
135 default-language: Haskell2010
136
137 other-modules: Test.Hedgehog.Compat
138 Test.Hedgehog.Hmatrix
139 Test.Hedgehog.TypeLits
140
141 Test.Grenade.Network
142 Test.Grenade.Layers.Convolution
143 Test.Grenade.Layers.FullyConnected
144 Test.Grenade.Layers.Nonlinear
145 Test.Grenade.Layers.PadCrop
146 Test.Grenade.Layers.Pooling
147 Test.Grenade.Layers.Internal.Convolution
148 Test.Grenade.Layers.Internal.Pooling
149 Test.Grenade.Layers.Internal.Reference
150
151 Test.Grenade.Recurrent.Layers.LSTM
152 Test.Grenade.Recurrent.Layers.LSTM.Reference
153
154 if impl(ghc < 8.0)
155 ghc-options: -fno-warn-incomplete-patterns
156 cpp-options: -DType=*
157
158 if impl(ghc >= 8.6)
159 default-extensions: NoStarIsType
160
161 build-depends:
162 base
163 , grenade
164 , hedgehog >= 1.0 && < 1.5
165 , hmatrix
166 , mtl
167 , singletons
168 , text >= 1.2
169 , typelits-witnesses < 0.5
170 , transformers
171 , constraints
172 , MonadRandom
173 , random
174 , ad
175 , reflection
176 , vector
177
178
179benchmark bench
180 type: exitcode-stdio-1.0
181
182 main-is: bench.hs
183
184 ghc-options: -Wall -threaded -O2
185
186 hs-source-dirs:
187 bench
188
189 default-language: Haskell2010
190
191 build-depends:
192 base
193 , bytestring
194 , criterion >= 1.1 && < 1.7
195 , grenade
196 , hmatrix
197
198benchmark bench-lstm
199 type: exitcode-stdio-1.0
200
201 main-is: bench-lstm.hs
202
203 ghc-options: -Wall -threaded -O2
204
205 hs-source-dirs:
206 bench
207
208 default-language: Haskell2010
209
210 build-depends:
211 base
212 , bytestring
213 , criterion
214 , grenade
215 , hmatrix