ebrahimpichka / awesome-optimization
A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
☆429Updated 4 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☆208Updated 3 weeks ago
- Data-driven APIs for common optimization tasks☆161Updated last month
- Formulate trained predictors in Gurobi models☆233Updated last week
- Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.☆54Updated 11 months ago
- Code Listings for the book: Optimization Algorithms. Manning Publications, 2024.☆109Updated last month
- Robust Stochastic Optimization Made Easy☆316Updated 5 months ago
- Python API☆19Updated last week
- Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.☆332Updated 6 years ago
- An end-to-end framework for mixed-integer optimization with data-driven learned constraints.☆122Updated last year
- Framework for solving discrete optimization problems using a combination of Mixed-Integer Linear Programming (MIP) and Machine Learning (…☆171Updated 5 months ago
- Examples on numerical optimization☆66Updated 4 months ago
- A curated list of awesome OR-Tools community resources.☆168Updated 6 months ago
- A curated list of awesome Operational research solvers, libraries, books, teachers and resources☆146Updated 6 years ago
- Code for solving LP on GPU using first-order methods☆193Updated 4 months ago
- Efficient modeling interface for mathematical optimization in Python☆267Updated last week
- Data Science for Dynamical System Course☆117Updated 7 months ago
- Represent trained machine learning models as Pyomo optimization formulations☆314Updated last month
- Extract and visualize information from Gurobi log files☆116Updated 3 weeks ago
- Materials for an Integer Programming course at University of Pavia☆16Updated 2 years ago
- Discrete Optimization is a python library to ease the definition and re-use of discrete optimization problems and solvers.☆58Updated last month
- The Machine Learning Optimizer☆104Updated 2 years ago
- Gurobi modeling examples☆723Updated 2 months ago
- A simple Python interface for VRPSolver, a state-of-the-art Branch-Cut-and-Price exact solver for vehicle routing problems☆141Updated 4 months ago
- Learning-to-Optimize for Mixed-Integer Non-Linear Programming☆33Updated last month
- ☆139Updated 10 months ago
- Convenience wrapper for building optimization models from pandas data☆94Updated last month
- Constraint Programming and Modeling library in Python, based on numpy, with direct solver access.☆255Updated this week
- Pyomo respository provides a comprehensive library of solved models in Supply chain management☆291Updated last month
- A collection of awesome mathematics and computer science courses☆121Updated 4 months ago
- A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming☆529Updated last month