Repository for algorithms and functions intended to learn machine learning.
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Updated
Apr 13, 2023 - Julia
Repository for algorithms and functions intended to learn machine learning.
Julia implementations of various animal-inspired optimizers
Julia Module to Extract the Coefficient Matrix in Standard LP or MILP Problem
Here I have implemented the Assigment Problem which is a well known optimization problem.
Sweep algorithm (developed by Gillett and Miller) for the capacitated vehicle routing problem.
Differentiable wrapper for FrankWolfe.jl convex optimization routines
Julia Package for reading Assignment Problem's data files
VRPSolver experiments with combinatorial lower bounds for the home health care routing and scheduling problem
Numerical Solution for Hamilton-Jacobi-Bellman Equations
The basinhopping global optimization algorithm written in the Julia programming language
A package for modeling Time-and-Level-of-Use pricing in Julia
Cutting-plane methods for JuMP
Optimal control example of an inverted pendulum solved by a direct multiple shooting method with IPOPT and JuMP
An exploration of using FBA to engineer E. coli's metabolism in Julia
HALeqO solver for nonlinear equality-constrained optimization
Self-concordant Smoothing for Large-Scale Convex Composite Optimization
Implementation of the subgradient and prox-linear methods for robust blind deconvolution.
A collection of optimization models & implementations. 优化模型 & 优化理论: 论文选读及代码复现;整理 & 搬运旧代码
Julia package implementing BFGS in various forms
A Flexible Branch and Bound Library for Julia
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