kanguyn / Machine-Learning-Under-Optimization-Lens-Fall2018
Work from class 15.095 Machine Learning Under a Modern Optimization Lens at MIT taught by Dimitris Bertsimas and Martin Copenhaver
☆36Updated 6 years ago
Alternatives and similar repositories for Machine-Learning-Under-Optimization-Lens-Fall2018:
Users that are interested in Machine-Learning-Under-Optimization-Lens-Fall2018 are comparing it to the libraries listed below
- A series of tutorials for conducting computational experiments with optimization solvers☆89Updated 10 months ago
- This repository is the the implementation of the JAIR paper: https://doi.org/10.1613/jair.1.15320. This repository provides the codebase …☆35Updated 2 weeks ago
- ☆33Updated 4 years ago
- Project for Stochastic Programming☆21Updated 7 years ago
- Code for the paper "Smart 'Predict, then Optimize'"☆74Updated 7 months ago
- An end-to-end framework for mixed-integer optimization with data-driven learned constraints.☆119Updated last year
- Code release for AAAI 2020 paper "Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems"☆38Updated 9 months ago
- Replication Code for Paper "Stochastic Optimization Forests".☆19Updated 3 years ago
- ☆13Updated 3 years ago
- ☆17Updated last year
- Combinatorial Optimization in Gurobi☆43Updated last year
- OCEAN: Optimal Counterfactual Explanations in Tree Ensembles (ICML 2021)☆20Updated last year
- Examples of optimization problems in Python with Gurobi☆28Updated 9 years ago
- My solutions for discrete optimization course on Coursera☆46Updated 5 years ago
- Framework for solving discrete optimization problems using a combination of Mixed-Integer Linear Programming (MIP) and Machine Learning (…☆166Updated 3 months ago
- The MIP Workshop 2023 Computational Competition☆41Updated last year
- A public bookmark bar. Resources for computation, operations research, academia, and more.☆57Updated 3 years ago
- MIE424 Group Project: smart_predict_optimize☆13Updated 3 years ago
- Presentation: Custom MIP Heuristics☆33Updated 3 years ago
- Python Implementation of Bertsimas's "Optimal classification trees".☆33Updated 4 years ago
- ☆51Updated 3 years ago
- Experiments with distributionally robust optimization (DRO) for deep neural networks☆35Updated 5 years ago
- The Machine Learning Optimizer☆102Updated 2 years ago
- A tutorial on using C++/Cplex for OR problems. The tutorial is intended to be useful for every OR practitioner with an intermediary knowl…☆40Updated 3 years ago
- ☆137Updated 8 months ago
- This is the Web site associated with the repository for hosting software and data associated with papers appearing in the INFORMS Journal…☆18Updated this week
- Quickstart for EURO Meets NeurIPS 2022 Vehicle Routing Competition☆93Updated 2 years ago
- A package for tree-based statistical estimation and inference using optimal decision trees.☆40Updated 8 months ago
- ☆44Updated 3 years ago
- Neur2SP: Neural Two-Stage Stochastic Programming☆40Updated 2 years ago