Shuvomoy Das Gupta's repositories
SimplePDHG.jl
Implements vanilla PDHG algorithm
NExOS_Numerical_Experiments_Datasets
Datasets for the paper "Exterior-point Optimization for Nonconvex Learning"
ADMM-NeuralNetworks
Training Neural Networks Without Gradients: A ADMM Approach
FranklinTheorems.jl
Theorems Environment for Franklin.jl
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
Neptune.jl
Simple (Pluto-based) non-reactive notebooks for Julia
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
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.