cabal-version: 1.18 -- This file has been generated from package.yaml by hpack version 0.35.1. -- -- see: https://github.com/sol/hpack name: inf-backprop version: 0.1.0.2 synopsis: Automatic differentiation and backpropagation. description: ![Second order derivative of a composition](docs/doc/images/composition_second_derivative.png) . Automatic differentiation and backpropagation. We do not attract gradient tape. Instead, the differentiation operator is defined directly as a map between differentiable function objects. Such functions are to be combined in arrow style using '(>>>)', '(***)', 'first', etc. . The original purpose of the package is an automatic backpropagation differentiation component for a functional type-dependent library for deep machine learning. See [tutorial](docs/InfBackprop-Tutorial.html) details. category: Mathematics author: Alexey Tochin maintainer: Alexey.Tochin@gmail.com copyright: 2023 Alexey Tochin license: BSD3 license-file: LICENSE build-type: Simple extra-source-files: CHANGELOG.md extra-doc-files: doc/images/composition.png doc/images/composition_derivative.png doc/images/composition_second_derivative.png library exposed-modules: Control.CatBifunctor Debug.LoggingBackprop InfBackprop InfBackprop.Common InfBackprop.Tutorial IsomorphismClass.Extra IsomorphismClass.Isomorphism NumHask.Extra Prelude.InfBackprop other-modules: Paths_inf_backprop hs-source-dirs: src default-extensions: NoImplicitPrelude GADTs TypeFamilies MultiParamTypeClasses FlexibleInstances ScopedTypeVariables ConstraintKinds RankNTypes InstanceSigs TupleSections FlexibleContexts DeriveFunctor ghc-options: -Wall -Wcompat -Widentities -Wincomplete-record-updates -Wincomplete-uni-patterns -Wmissing-export-lists -Wmissing-home-modules -Wpartial-fields -Wredundant-constraints build-depends: base >=4.7 && <5 , comonad , isomorphism-class , monad-logger , numhask , simple-expr , text , transformers default-language: Haskell2010 test-suite doctests type: exitcode-stdio-1.0 main-is: Main.hs other-modules: Paths_inf_backprop hs-source-dirs: doctests ghc-options: -Wall -Wcompat -Widentities -Wincomplete-record-updates -Wincomplete-uni-patterns -Wmissing-export-lists -Wmissing-home-modules -Wpartial-fields -Wredundant-constraints -threaded -rtsopts -with-rtsopts=-N build-depends: base >=4.7 && <5 , comonad , doctest , isomorphism-class , monad-logger , numhask , simple-expr , text , transformers default-language: Haskell2010