a lightweight header-only C++17 library of numerical optimization methods for (un-)constrained nonlinear functions and expression templates

• UpdatedMar 18, 2025
• C++

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

• UpdatedApr 28, 2024
• C++

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

• UpdatedMay 5, 2023
• C++

An open source library for the GPU-implementation of L-BFGS-B algorithm

• UpdatedDec 13, 2024
• C++

A collection of numerical methods written in Nim

• UpdatedSep 16, 2024
• Nim

Improved LBFGS and LBFGS-B optimizers in PyTorch.

• UpdatedNov 4, 2024
• Python

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.)

• UpdatedFeb 26, 2022
• C++

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

• UpdatedNov 11, 2024
• Haskell

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

• UpdatedApr 30, 2024
• Python

LBFGS optimization algorithm ported from liblbfgs

• UpdatedNov 25, 2022
• Rust

(Python, Tensorflow, R, C, C++) Stochastic, limited-memory quasi-Newton optimizers (adaQN, SQN, oLBFGS)

• UpdatedApr 15, 2021
• R

Numerical optimization solvers for unconstrained and simple-bounds constrained convex optimization problems in Rust

• UpdatedFeb 16, 2025
• Rust

• UpdatedJul 2, 2019
• C++

The code for vector transport free LBFGS quasi-Newton's optimization on the Riemannian manifolds

• UpdatedDec 10, 2021
• MATLAB

Library in Haskell for Dynamically Storing Expressions and Code Generator for Various Non-Linear Optimization Solvers

• UpdatedJun 12, 2020
• Haskell

Basic Implementation of "Developability Of TriangleMeshes" from K. Crane, O. Stein, E. Grinspun

• UpdatedSep 10, 2022
• C

Visual and quantitative example of Steepest Descent vs limited memory BFGS (Broyden-Fletcher-Goldfarb-Shanno)

• UpdatedJun 3, 2018
• MATLAB

Adversarial Attacks on MNIST

• UpdatedNov 8, 2022
• Jupyter Notebook

• UpdatedJun 15, 2024
• C++

Implementation of numerical optimization algorithms for logistic regression problem.

• UpdatedJul 9, 2020
• Python