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Ceres Solver ⭐ 3,463

A large scale non-linear optimization library

Cppnumericalsolvers ⭐ 766

a lightweight C++17 library of numerical optimization methods for nonlinear functions (Including L-BFGS-B for TensorFlow)

OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions

Lbfgspp ⭐ 445

A header-only C++ library for L-BFGS and L-BFGS-B algorithms

Lbfgs Lite ⭐ 167

LBFGS-Lite: A header-only L-BFGS unconstrained optimizer.

Hashedexpression ⭐ 41

Type-safe modelling DSL, symbolic transformation, and code generation for solving optimization problems.

Improved LBFGS optimizer in PyTorch.

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 Regression, SVMs, Least Squares Regression etc.)

Optimkit.jl ⭐ 30

OptimKit: A blissfully ignorant Julia package for gradient optimization

Federated Pytorch Test ⭐ 27

Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth

C++ L-BFGS implementation using plain STL

Rust Lbfgs ⭐ 9

LBFGS optimization algorithm ported from liblbfgs

R Package for Unconstrained Numerical Optimization

Python machine learning library using powerful numerical optimization methods.

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