dmeoli / optiml
Optimizers for/and sklearn compatible Machine Learning models
☆9Updated 2 years ago
Alternatives and similar repositories for optiml:
Users that are interested in optiml are comparing it to the libraries listed below
- Solver of multiobjective linear optimization problems: description and documents☆23Updated last year
- A Library of Optimization Problem Libraries☆50Updated 3 years ago
- A series of tutorials for conducting computational experiments with optimization solvers☆89Updated 11 months ago
- OptFrame - C++17 (and C++20) Optimization Framework in Single or Multi-Objective. Supports classic metaheuristics and hyperheuristics: Ge…☆80Updated last week
- CVRPController is used to run and calculate score for the 12th DIMACS Implementation Challenge: CVRP track.☆22Updated 3 years ago
- This is a self-contained repository to explain two basic Reinforcement (RL) algorithms.☆81Updated 7 months ago
- Mathematical Modeling for Optimization and Machine Learning☆151Updated 7 months ago
- ☆25Updated 4 years ago
- Cut Generator Library☆27Updated last week
- Branch-Cut-Price Framework☆29Updated 4 years ago
- Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.☆57Updated 6 years ago
- Massively Parallel and Asynchronous Architecture for Logic-based AI☆41Updated 2 years ago
- Deep relational learning through differentiable logic programming.☆104Updated 9 months ago
- A Python library for visualizing algorithms for solving mathematical optimization problems.☆64Updated 4 years ago
- ☕ A Python library for gradient-boosted statistical relational models / learning probabilistic relational programs.☆31Updated 2 years ago
- Work from class 15.095 Machine Learning Under a Modern Optimization Lens at MIT taught by Dimitris Bertsimas and Martin Copenhaver☆40Updated 6 years ago
- DEFT-FUNNEL: An open-source global optimization solver for constrained grey-box and black-box problems in Matlab.☆11Updated 3 years ago
- ML-Constructive is a deep learning based constructive heuristic for the Traveling Salesman Problem.☆11Updated last year
- Libraries of Pyomo test problems☆23Updated last week
- Appendix repository for Medium article "Routing Traveling Salesmen on Random Graphs using Reinforcement Learning, in PyTorch"☆56Updated 5 years ago
- A collection of commonly used datasets as benchmarks for density estimation in MaLe☆19Updated 5 years ago
- A parallel branch-and-bound engine for Python. (https://pybnb.readthedocs.io/)☆69Updated 3 years ago
- The Machine Learning Optimizer☆104Updated 2 years ago
- A curated list of awesome Operations Research (OR) resources.☆28Updated last year
- ☆139Updated 9 months ago
- pymhlib - A Toolbox for Metaheuristics and Hybrid Optimization Methods☆29Updated last year
- Linear Programming in Short☆18Updated 3 years ago
- A research library for automating experiments on Deep Graph Networks☆221Updated 7 months ago
- Julia hybrid constraint programming solver enhanced by a reinforcement learning driven search.☆169Updated last year
- Empirical Model Learning Library☆19Updated 2 years ago