This repository contains several Haskell packages for numerical optimizations.
Packages for using nonlinear-optimization with automatic differentiation.
- nonlinear-optimization-ad for using with ad package
- nonlinear-optimization-backprop for using with backprop package
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-optimizationwith ad package - numeric-optimization-ad-delcont for using
numeric-optimizationwith ad-delcont package - numeric-optimization-backprop for using
numeric-optimizationwith backprop package