Mengchang Wang's repositories
AdaDGS
An adaptive black-box optimization method with directional Gaussian smoothing for high-dimensional multi-modal functions
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.
CxxWrap.jl
Package to make C++ libraries available in Julia
Diderot.jl
Decision Diagrams for Discrete Optimization - Generic Julia Implementation
feasibilityjump
Feasibility Jump
HiGHS
Linear optimization software
hips
A Python library for heuristically solving mixed integer programs
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
linear-programming
interior point method for linear programming
minoan
Mixed INteger Optimization using ApproximatioNs
NeuralOpt
Differentiable Optimization Library for Linear Programming and Mixed Integer Linear Programming with Neural Networks
Parametron.jl
Efficiently solving instances of a parameterized family of (possibly mixed-integer) linear/quadratic optimization problems in Julia
PIPS
Parallel solvers for optimization problems
PlatEMO
Evolutionary multi-objective optimization platform
polyrun
Java library for uniform sampling from convex polytopes defined by linear constraints.
PolytopeSamplerMatlab
A matlab implementation for sampling log-concave distributions with polytope constraints
scip
SCIP - Solving Constraint Integer Programs
snowman
Snowman decompiler
Tulip.jl
Interior-point solver in pure Julia
ziround
Implementation of the ZI-Round rounding heuristic for Mixed Integer Programming (MIP) problems