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
☆44Updated 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:
- An end-to-end framework for mixed-integer optimization with data-driven learned constraints.☆128Updated last year
- Formulate trained predictors in Gurobi models☆237Updated 2 weeks ago
- Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.☆61Updated last year
- Framework for solving discrete optimization problems using a combination of Mixed-Integer Linear Programming (MIP) and Machine Learning (…☆174Updated last month
- Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.☆351Updated 6 years ago
- Replication Code for Paper "Stochastic Optimization Forests".☆20Updated 3 years ago
- A series of tutorials for conducting computational experiments with optimization solvers☆89Updated last year
- This repository is the the implementation of the JAIR paper: https://doi.org/10.1613/jair.1.15320. This repository provides the codebase …☆49Updated 5 months ago
- ☆33Updated 4 years ago
- Code for the paper "Smart 'Predict, then Optimize'"☆81Updated last year
- Data-driven APIs for common optimization tasks☆163Updated 5 months ago
- Robust Stochastic Optimization Made Easy☆327Updated 9 months ago
- Project for Stochastic Programming☆22Updated 7 years ago
- Combinatorial Optimization in Gurobi☆44Updated 2 years ago
- My solutions for discrete optimization course on Coursera☆47Updated 5 years ago
- Mathematical Programming and Operations Research: Modeling, Algorithms, and Complexity. Examples in Python and Excel. Edited by Robert Hi…☆35Updated 5 months ago
- Some lecture notes of Operations Research (usually taught in Junior year of BS) can be found in this repository along with some Python pr…☆139Updated 6 years ago
- The Machine Learning Optimizer☆105Updated 2 years ago
- Python interface to automatically formulate Machine Learning models into Mixed-Integer Programs☆32Updated 3 months ago
- ☆13Updated 4 years ago
- Presentation: Custom MIP Heuristics☆34Updated 3 years ago
- ☆51Updated 4 years ago
- ☆145Updated last year
- Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.☆61Updated 6 years ago
- the codes and some preliminary progress in the work of robust stochastic portfolio optimization☆11Updated 4 years ago
- The MIP Workshop 2023 Computational Competition☆40Updated last year
- Learning-to-Optimize for Mixed-Integer Non-Linear Programming☆40Updated 2 months ago
- Python Implementation of Bertsimas's "Optimal classification trees".☆33Updated 5 years ago
- Hands-On Optimization with Python☆221Updated 4 months ago
- Code release for AAAI 2020 paper "Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems"☆39Updated last year