ebrahimpichka / awesome-optimizationLinks
A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
☆469Updated 7 months ago
Alternatives and similar repositories for awesome-optimization
Users that are interested in awesome-optimization are comparing it to the libraries listed below
Sorting:
- Hands-On Optimization with Python☆215Updated 3 months ago
- Formulate trained predictors in Gurobi models☆235Updated last week
- Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.☆346Updated 6 years ago
- Code Listings for the book: Optimization Algorithms. Manning Publications, 2024.☆115Updated 3 months ago
- Efficient modeling interface for mathematical optimization in Python☆280Updated 2 weeks ago
- Pyomo respository provides a comprehensive library of solved models in Supply chain management☆294Updated 2 weeks ago
- Framework for solving discrete optimization problems using a combination of Mixed-Integer Linear Programming (MIP) and Machine Learning (…☆172Updated last month
- Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.☆60Updated last year
- Python API☆27Updated last week
- Learning-to-Optimize for Mixed-Integer Non-Linear Programming☆37Updated last month
- A curated list of awesome Operational research solvers, libraries, books, teachers and resources☆152Updated 6 years ago
- ☆142Updated last year
- An end-to-end framework for mixed-integer optimization with data-driven learned constraints.☆128Updated last year
- A collection of awesome mathematics and computer science courses☆126Updated 6 months ago
- Data-driven APIs for common optimization tasks☆162Updated 4 months ago
- Gurobi modeling examples☆740Updated 4 months ago
- Robust Stochastic Optimization Made Easy☆321Updated 8 months ago
- A modern set of Pyomo tutorials☆27Updated 4 months ago
- Discrete Optimization is a python library to ease the definition and re-use of discrete optimization problems and solvers.☆61Updated this week
- A Library of Optimization Problem Libraries☆49Updated 3 years ago
- Represent trained machine learning models as Pyomo optimization formulations☆324Updated 3 months ago
- A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming☆542Updated 3 months ago
- Combinatorial Optimization in Gurobi☆44Updated 2 years ago
- My solutions for discrete optimization course on Coursera☆46Updated 5 years ago
- Code for solving LP on GPU using first-order methods☆210Updated last month
- Work from class 15.095 Machine Learning Under a Modern Optimization Lens at MIT taught by Dimitris Bertsimas and Martin Copenhaver☆43Updated 6 years ago
- Additional exercises and data for EE364a. No solutions; for public consumption.☆730Updated last month
- Extensible Combinatorial Optimization Learning Environments☆346Updated 2 months ago
- Python & Matlab code for the figures from the book "Learning Theory from First Principles" by Francis Bach☆114Updated last year
- Solutions for assignments of the Coursera course "Discrete Optimization"☆53Updated last year