There are 4 repositories under mathematical-optimization topic.
AI constraint solver in Java to optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.
Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).
OptaPlanner quick starts for AI optimization: many use cases shown in many different technologies.
Formulate trained predictors in Gurobi models
A curated list of awesome mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
A next-gen solver for nonlinearly constrained nonconvex optimization. Modular and lightweight, it unifies iterative methods (SQP vs interior points) and globalization techniques (filter method vs merit function, line search vs trust region method) in a single framework. Competitive against IPOPT, filterSQP, SNOPT, MINOS and CONOPT
Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine learning: calculus, linear algebra, statistics, and probability.
Neuromorphic mathematical optimization with Lava
Investment Funnel 📈 is an open-source python platform designed for an easy development and backtesting of outperforming investment strategies.
Deep Learning Specialization course offered by DeepLearning.AI on Coursera
Fortran bindings for the NLopt library
Distances to sets for MathOptInterface
Pure Python solver for the multi-way partition problem
This repo contains my work & The code base for this Deep Learning Specialization offered by deeplearning.AI
Implementation of different techniques to solve the Set Covering Problem (SCP).
A simple implementation of the Benders decomposition method with JuMP
ENOPPY: A Python Library for Engineering Optimization Problems
C++ Optimization Library
Two-Stage Robust Rostering Problem from the nested C&CG paper
A simple JavaScript library implementing the Bat Algorithm for optimization problems.
This is a repo for graduate computational statistics problem sets and class information/data.
This repository has the porpouse of give a solution to the travelling sales man problem
NLPModel where all functions are defined by the user
Design, price and analyse your own exotic financial derivatives contracts.
Optimize both discrete and continuous variables using just a continuous optimizer such as in scipy.optimize
Libraries for reading/writing MIP problem files, invoking external MIP solvers, etc. in Haskell
A fast, scalable, data-driven approach for solving relaxations of 0-1 integer linear programs on GPU.
Tutorial on neuromorphic computing with Lava, hosted at the AutoML Fall School 2023
Mathematical optimization project implementing derivative-free methods for minimization of the objective function. Nelder Mead algorithm, Genetic Algorithm with Binary/Real Representation, Particle Swarm Optimization
A comprehensive collection of implementations and resources related to the SIMPLEX algorithm.
Programming Assignments completed under second Course of Deep Learning Specialisation(Coursera)
This repository contains my coursework and projects completed during the Deep Learning Specialization offered by DeepLearning.AI and Stanford Online.