kanguyn / Machine-Learning-Under-Optimization-Lens-Fall2018Links
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
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
Sorting:
- Replication Code for Paper "Stochastic Optimization Forests".☆20Updated 3 years ago
- ☆33Updated 4 years ago
- Project for Stochastic Programming☆21Updated 7 years ago
- A series of tutorials for conducting computational experiments with optimization solvers☆89Updated last year
- An end-to-end framework for mixed-integer optimization with data-driven learned constraints.☆126Updated last year
- Combinatorial Optimization in Gurobi☆44Updated last year
- Presentation: Custom MIP Heuristics☆34Updated 3 years ago
- Code release for AAAI 2020 paper "Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems"☆38Updated 11 months ago
- Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.☆60Updated 6 years ago
- This repository is the the implementation of the JAIR paper: https://doi.org/10.1613/jair.1.15320. This repository provides the codebase …☆46Updated 2 months ago
- Materials for an Integer Programming course at University of Pavia☆16Updated 3 years ago
- Code for "Explainable Data-Driven Optimization" (ICML 2023)☆14Updated last year
- ☆51Updated 4 years ago
- ☆13Updated 3 years ago
- Code for the paper "Smart 'Predict, then Optimize'"☆75Updated 9 months ago
- My solutions for discrete optimization course on Coursera☆46Updated 5 years ago
- Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.☆57Updated last year
- Python interface to automatically formulate Machine Learning models into Mixed-Integer Programs☆28Updated last week
- ☆11Updated 6 years ago
- Mathematical Programming and Operations Research: Modeling, Algorithms, and Complexity. Examples in Python and Excel. Edited by Robert Hi…☆33Updated 2 months ago
- Framework for solving discrete optimization problems using a combination of Mixed-Integer Linear Programming (MIP) and Machine Learning (…☆172Updated 5 months ago
- ☆17Updated 2 years ago
- Examples on numerical optimization☆66Updated 5 months ago
- OCEAN: Optimal Counterfactual Explanations in Tree Ensembles (ICML 2021)☆20Updated last year
- The MIP Workshop 2023 Computational Competition☆41Updated last year
- Data-driven APIs for common optimization tasks☆162Updated 2 months ago
- The Machine Learning Optimizer☆104Updated 2 years ago
- Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"☆31Updated 4 years ago
- ☆26Updated 6 months ago
- DIP is a decomposition-based solver framework for mixed integer linear programs.☆19Updated 4 years ago