ebrahimpichka / awesome-optimization
A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
☆396Updated 3 months ago
Alternatives and similar repositories for awesome-optimization:
Users that are interested in awesome-optimization are comparing it to the libraries listed below
- Hands-On Optimization with Python☆196Updated 2 months ago
- Efficient modeling interface for mathematical optimization in Python☆265Updated last month
- Code Listings for the book: Optimization Algorithms. Manning Publications, 2024.☆96Updated 3 weeks ago
- Framework for solving discrete optimization problems using a combination of Mixed-Integer Linear Programming (MIP) and Machine Learning (…☆163Updated 3 months ago
- Python API☆16Updated last month
- Formulate trained predictors in Gurobi models☆225Updated this week
- A collection of awesome mathematics and computer science courses☆117Updated 2 months ago
- Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.☆54Updated 10 months ago
- Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.☆318Updated 6 years ago
- An end-to-end framework for mixed-integer optimization with data-driven learned constraints.☆119Updated last year
- A curated list of awesome Operational research solvers, libraries, books, teachers and resources☆141Updated 6 years ago
- Examples on numerical optimization☆66Updated 2 months ago
- Python & Matlab code for the figures from the book "Learning Theory from First Principles" by Francis Bach☆91Updated last year
- Pyomo respository provides a comprehensive library of solved models in Supply chain management☆291Updated last month
- Data-driven APIs for common optimization tasks☆155Updated last month
- A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming☆509Updated last week
- Represent trained machine learning models as Pyomo optimization formulations☆303Updated 3 months ago
- Material for the "Probabilistic Machine Learning" Course at the University of Tübingen, Summer Term 2023☆147Updated last year
- Code for solving LP on GPU using first-order methods☆176Updated 2 months ago
- Robust Stochastic Optimization Made Easy☆306Updated 4 months ago
- JAX + Flax implementation of "Combinatorial Optimization with Physics-Inspired Graph Neural Networks" by Schuetz et al.☆49Updated 2 years ago
- COPT (Cardinal Optimizer) release notes and links☆38Updated 3 months ago
- Extensible Combinatorial Optimization Learning Environments☆338Updated 2 years ago
- ☆135Updated 8 months ago
- A curated list of awesome OR-Tools community resources.☆165Updated 4 months ago
- A next-gen Lagrange-Newton (SQP + barrier) solver for nonconvex constrained optimization☆322Updated this week
- Visualization of numerical optimization algorithms☆85Updated 4 years ago
- Convenience wrapper for building optimization models from pandas data☆92Updated last month
- Data Science for Dynamical System Course☆112Updated 5 months ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆239Updated this week