Shuvomoy

NExOS.jl

Nonconvex Exterior Point Operator Splitting

BnB-PEP-code

NCG-PEP-code

shuvomoy.github.io

SimplePDHG.jl

Implements vanilla PDHG algorithm

15.S08-Energy-Systems-Optimization-Codes

blogs

NExOS_Numerical_Experiments_Datasets

Datasets for the paper "Exterior-point Optimization for Nonconvex Learning"

MIT_IAP_2022_15_S60_Advanced_Optimization_Session_Shuvo

MIT_IAP_2023_15_S60_Advanced_Optimization_Session_Shuvo

15.S60_2022

AccelerationMonograph

ADMM-NeuralNetworks

Training Neural Networks Without Gradients: A ADMM Approach

blog

Blogs. Work in progress.

FranklinTheorems.jl

Theorems Environment for Franklin.jl

GenX

GenX: a configurable power system capacity expansion model for studying low-carbon energy futures. More details at : https://genx.mit.edu

Gurobi.jl

Julia interface for Gurobi Optimizer

JuMP.jl

Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)

LaTeXSubstitutionsPlist

Replace LaTeX math escape strings with unicode characters in MacOS by building LaText Subsitutions.plist

Learning-Performance-Estimation

This repository regroups learning ressources about performance estimation problems

MathLink.jl

Julia language interface for Mathematica/Wolfram Engine

MixedProjectionSoftware

Code accompanying the Mixed-Projection Conic Optimization paper by Bertsimas, Cory-Wright and Pauphilet

MosekTools.jl

MosekTools is the MathOptInterface.jl implementation for the MOSEK solver

NC-DRS_NC-ADMM_comparison

Neptune.jl

Simple (Pluto-based) non-reactive notebooks for Julia

Optimal-Gradient-Method

Potential-functions-for-first-order-methods

Codes associated to the work "Stochastic first-order methods: non-asymptotic and computer-aided analyses via potential functions"

pres-mipheur

Presentation: Custom MIP Heuristics

site

academic website

teaching-examples

Examples for use in teaching HPSC workflows, from how to successfully parallelize code, to how to submit that code on an HPC system.