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backprop.cabal
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cabal-version: 1.12
name: backprop
version: 0.2.6.5
synopsis: Heterogeneous automatic differentation
description:
Write your functions to compute your result, and the library will
automatically generate functions to compute your gradient.
.
Implements heterogeneous reverse-mode automatic differentiation, commonly
known as "backpropagation".
.
See <https://backprop.jle.im> for official introduction and documentation.
category: Math
homepage: https://backprop.jle.im
bug-reports: https://github.com/mstksg/backprop/issues
author: Justin Le
maintainer: [email protected]
copyright: (c) Justin Le 2018
license: BSD3
license-file: LICENSE
build-type: Simple
tested-with: GHC >=8.4
extra-source-files:
Build.hs
CHANGELOG.md
doc/01-getting-started.md
doc/02-a-detailed-look.md
doc/03-manipulating-bvars.md
doc/04-the-backprop-typeclass.md
doc/05-applications.md
doc/06-manual-gradients.md
doc/07-performance.md
doc/08-equipping-your-library.md
doc/09-comparisons.md
doc/index.md
README.md
renders/backprop-mnist.md
renders/backprop-mnist.pdf
renders/extensible-neural.md
renders/extensible-neural.pdf
samples/backprop-mnist.lhs
samples/extensible-neural.lhs
source-repository head
type: git
location: https://github.com/mstksg/backprop
flag vinyl_0_14
manual: False
default: True
library
exposed-modules:
Numeric.Backprop
Numeric.Backprop.Class
Numeric.Backprop.Explicit
Numeric.Backprop.Num
Numeric.Backprop.Op
Prelude.Backprop
Prelude.Backprop.Explicit
Prelude.Backprop.Num
other-modules:
Data.Type.Util
Numeric.Backprop.Internal
hs-source-dirs: src
ghc-options:
-Wall -Wcompat -Wincomplete-record-updates -Wredundant-constraints
build-depends:
base >=4.7 && <5
, containers
, deepseq
, microlens
, primitive
, reflection
, transformers
, vector
, vinyl >=0.9.1
default-language: Haskell2010
if flag(vinyl_0_14)
build-depends: vinyl >=0.14.2
else
build-depends: vinyl <0.14
benchmark backprop-mnist-bench
type: exitcode-stdio-1.0
main-is: bench.hs
other-modules: Paths_backprop
hs-source-dirs: bench
ghc-options:
-Wall -Wcompat -Wincomplete-record-updates -Wredundant-constraints
-threaded -rtsopts -with-rtsopts=-N -O2
build-depends:
backprop
, base >=4.7 && <5
, criterion
, deepseq
, directory
, hmatrix >=0.18
, microlens
, microlens-th
, mwc-random
, time
, vector
default-language: Haskell2010