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https://github.com/msakai/nonlinear-optimization-ad

Several Haskell packages for numerical optimizations.
https://github.com/msakai/nonlinear-optimization-ad

automatic-differentiation numerical-optimization

Last synced: 2 months ago
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Several Haskell packages for numerical optimizations.

Host: GitHub
URL: https://github.com/msakai/nonlinear-optimization-ad
Owner: msakai
Created: 2013-12-02T00:01:14.000Z (about 11 years ago)
Default Branch: master
Last Pushed: 2024-05-22T15:12:42.000Z (8 months ago)
Last Synced: 2024-05-22T16:11:58.707Z (8 months ago)
Topics: automatic-differentiation, numerical-optimization
Language: Haskell
Homepage:
Size: 226 KB
Stars: 8
Watchers: 3
Forks: 1
Open Issues: 2
Metadata Files:
- Readme: README.md

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README

        # nonlinear-optimization-ad

[![build](https://github.com/msakai/nonlinear-optimization-ad/actions/workflows/build.yaml/badge.svg)](https://github.com/msakai/nonlinear-optimization-ad/actions/workflows/build.yaml)

This repository contains several Haskell packages for numerical optimizations.

## `nonlinear-optimization` family

Packages for using [nonlinear-optimization](https://hackage.haskell.org/package/nonlinear-optimization)

with automatic differentiation.

* [nonlinear-optimization-ad](nonlinear-optimization-ad/) for using with [ad](https://hackage.haskell.org/package/ad) package

* [nonlinear-optimization-backprop](nonlinear-optimization-backprop/) for using with [backprop](https://hackage.haskell.org/package/backprop) package

## `numeric-optimization` family

Packages for using various optimization algorithms (not limited to *CG Descent* provided by  `nonlinear-optimization`).

These packages are intended to be successors to the above `nonlinear-optimization` family.

* [numeric-optimization](numeric-optimization/) - Unified interface to various numerical optimization algorithms.

* [numeric-optimization-ad](numeric-optimization-ad/) for using `numeric-optimization` with [ad](https://hackage.haskell.org/package/ad) package

* [numeric-optimization-ad-delcont](numeric-optimization-ad-delcont/) for using `numeric-optimization` with [ad-delcont](https://hackage.haskell.org/package/ad-delcont) package

* [numeric-optimization-backprop](numeric-optimization-backprop/) for using `numeric-optimization` with [backprop](https://hackage.haskell.org/package/backprop) package