nonlinear-optimization-ad

This repository contains several Haskell packages for numerical optimizations.

nonlinear-optimization family

Packages for using nonlinear-optimization with automatic differentiation.

• nonlinear-optimization-ad for using with ad package
• nonlinear-optimization-backprop for using with 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 - Unified interface to various numerical optimization algorithms.
• numeric-optimization-ad for using numeric-optimization with ad package
• numeric-optimization-ad-delcont for using numeric-optimization with ad-delcont package
• numeric-optimization-backprop for using numeric-optimization with backprop package