ebrahimpichka / awesome-optimization
A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
☆298Updated 3 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for awesome-optimization
- Formulate trained predictors in Gurobi models☆214Updated last week
- Hands-On Optimization with Python☆161Updated last week
- Efficient modeling interface for mathematical optimization in Python☆213Updated last month
- Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.☆49Updated 6 months ago
- Data-driven APIs for common optimization tasks☆151Updated 3 weeks ago
- Code Listings for the book: Optimization Algorithms. Manning Publications, 2024.☆79Updated last month
- Material for the "Probabilistic Machine Learning" Course at the University of Tübingen, Summer Term 2023☆131Updated last year
- An end-to-end framework for mixed-integer optimization with data-driven learned constraints.☆117Updated last year
- ☆130Updated 4 months ago
- Framework for solving discrete optimization problems using a combination of Mixed-Integer Linear Programming (MIP) and Machine Learning (…☆149Updated 3 months ago
- Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.☆309Updated 5 years ago
- The Machine Learning Optimizer☆100Updated last year
- Pyomo respository provides a comprehensive library of solved models in Supply chain management☆280Updated 2 weeks ago
- The MIP Workshop 2023 Computational Competition☆41Updated 9 months ago
- A curated list of awesome OR-Tools community resources.☆142Updated 3 weeks ago
- Ancillaries for Algorithms for Decision Making☆83Updated last year
- Code for solving LP on GPU using first-order methods☆156Updated last month
- Modeling robust optimization problems in Pyomo☆80Updated 2 years ago
- Robust Stochastic Optimization Made Easy☆291Updated this week
- Extract and visualize information from Gurobi log files☆102Updated last week
- Source code for Bayesian Optimization in Action, published by Manning☆78Updated last year
- Represent trained machine learning models as Pyomo optimization formulations☆280Updated 2 months ago
- Examples on numerical optimization☆65Updated 6 months ago
- A collection of awesome mathematics and computer science courses☆99Updated 2 weeks ago
- Linear optimization with N-D labeled arrays in Python☆165Updated this week
- COPT (Cardinal Optimizer) release notes and links☆34Updated 2 weeks ago
- A Library of Optimization Problem Libraries☆49Updated 2 years ago
- Neur2SP: Neural Two-Stage Stochastic Programming☆36Updated last year
- A Collection on Large Language Models for Optimization☆147Updated 3 weeks ago