optimization-algorithms topic

A C++ toolkit for Convex Optimization (Logistic Loss, SVM, SVR, Least Squares etc.), Convex Optimization algorithms (LBFGS, TRON, SGD, AdsGrad, CG, Nesterov etc.) and Classifiers/Regressors (Logistic...

decile-team

Dice.com tutorial on using black box optimization algorithms to do relevancy tuning on your Solr Search Engine Configuration from Simon Hughes Dice.com

DiceTechJobs

Clarabel.rs: Interior-point solver for convex conic optimisation problems in Rust.

oxfordcontrol

Toy implementations of some popular ML optimizers using Python/JAX

shreyansh26

My Master Thesis on Distributed Deep Learning (parallelizing gradient descent) and other concepts I did during my research.

JoeriHermans

A collection of Hyper parameter tuning library.

balavenkatesh3322

Tools for developing nonlinear optimization solvers.

JuliaSmoothOptimizers

Convex optimization for java and scala, built on Apache Commons Math

erikerlandson

OptimKit: A blissfully ignorant Julia package for gradient optimization

Jutho

A simple, bare bones, implementation of differential evolution optimization.

nathanrooy