amuwa Goto Github PK

adadgs

An adaptive black-box optimization method with directional Gaussian smoothing for high-dimensional multi-modal functions

amuwa.github.io

apao

Automatic Programming for Approximate Optimization

asebo

Code to run the ASEBO algorithm from the paper: From Complexity to Simplicity: Adaptive ES-Active Subspaces for Blackbox Optimization... please get in touch if interested!!

basiclu

sparse LU factorization and update

bdd

An integer linear program solver using a Lagrange decomposition into binary decision diagrams. Lagrange multipliers are updated through dual block coordinate ascent.

bluefog

Distributed and decentralized training framework for PyTorch over graph

cerberus.jl

An experimental solver for (disjunctive) mixed-integer programming

chembo

Bayesian optimization framework for organic molecules with synthesizable recommendations

cosmo.jl

COSMO: Accelerated ADMM-based solver for convex conic optimisation problems (LP, QP, SOCP, SDP, ExpCP, PowCP). Automatic chordal decomposition of sparse semidefinite programs.

cpp-cplex-tutorial

A tutorial on using C++/Cplex for OR problems. The tutorial is intended to be useful for every OR practitioner with an intermediary knowledge of coding.

cppipm

C++ implementation of the Interior Point Methods (CPPIPM)

cxxwrap.jl

Package to make C++ libraries available in Julia

diderot.jl

Decision Diagrams for Discrete Optimization - Generic Julia Implementation

ensemble-bayesian-optimization

Code repository for Ensemble Bayesian Optimization

feasibilityjump

Feasibility Jump

fenics-topopt

Topology optimization with finite element analysis in FEniCS. Final project for CSCI-GA.2420: Numerical Methods II at New York University.

highs

Linear optimization software

hips

A Python library for heuristically solving mixed integer programs

interiorpointalgorithm

A simple Python implementation of the Interior Point algorithm with logarithmic barriers and Newton method with backtracking. It contains an example.

jslpsolver

Simple OOP javaScript library to solve linear programs, and mixed integer linear programs

learntocut

Learn to Cut: Better solve mixed integer programming problem using reinforcement learning

libanova

ANOVA library for C++

light-matrix

A Light-weight and Fast Template Matrix Library

linear-program-solvers

A Python implementation of Simplex and Interior-Point algorithms for solving Linear Programs (LPs)

linear-programming

interior point method for linear programming

manyopt

mdd-solver

Discrete optimization solver based on Multi-valued Decision Diagrams

milp_java

Mixed Integer Linear Programming (MILP) Solver in Java

minoan

Mixed INteger Optimization using ApproximatioNs