Solver Max · @SolverMax
92 followers · 86 posts · Server mathstodon.xyz
Production mix - Conclusions
We built a linear program in six Pythons libraries: #Pyomo, #PuLP, #ORTools, #Gekko, #CVXPY, and #SciPy.
This blog article summarizes our conclusions from using each of the libraries. We also indicate which library we prefer for various types of optimization modelling.
https://www.solvermax.com/blog/production-mix-conclusions
#orms #Python #DataScience #optimization
#optimization #datascience #python #orms #scipy #cvxpy #gekko #ortools #pulp #pyomo
Eliot Jones · @ekj
15 followers · 48 posts · Server vmst.io
Tiago Ribeiro · @tiago_ribeiro
39 followers · 161 posts · Server mastodon.social
📖 Convex Optimization for Machine Learning, by Changho Suh
#machineLearning #optimization #python #tensorflow #keras #cvxpy #free #pdf
https://www.nowpublishers.com/Article/BookDetails/9781638280521
#machinelearning #optimization #python #tensorflow #keras #cvxpy #free #pdf
Solver Max · @SolverMax
50 followers · 20 posts · Server mathstodon.xyz
Production mix - Model 10, CVXPY
We build Model 10 of the Python "Production mix" series.
Our objective is to compare a model built using CVXPY with the same model built using Pyomo.
#orms #Python #DataScience #optimization #Pyomo #CVXPY
#cvxpy #pyomo #optimization #datascience #python #orms