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Optimization Models and Algorithms

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mathcoding/opt4ds

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This repository contains the Notebook used during the Operations Research (#orms) course at theDepartment of Mathematics at the University of Pavia.

Every notebook can be opened directly on the web using Google Colab, by clicking on the corresponding Colab icon.

This repository is maintained by theComputational Optimization Research Group. You are welcome to contribute!

Python Notebooks

DataNotebookLink
[2025/05/29]Training Binary Neural NetworksOpen In Colab
[2024/05/08]Traveling Student Problem (TSP)Open In Colab
[2025/04/10]Optimal Color Transfer between two imagesOpen In Colab
[2025/03/20]Optimal Linear Regression (updated on 03/04/2025)Open In Colab
[2025/03/13]Python and GurobiOpen In Colab
[2025/03/13]Steel Production Planning (intro to Gurobi)Open In Colab
[2025/03/06]Python in a NutshellOpen In Colab

Homeworks solutions

DataSolutionLink
[2025/05/22]Traveling Salesman Problematsp.py
[2025/04/30]Linear regression: solution proposed by a studentOpen In Colab
[2025/04/30]Linear regression Diabete datasetregression_diabete.py
[2025/04/40]Linear regression noisy sin(x)regression_sin.py
[2025/04/17]Optimal Color TransfercolorTransfer.py
[2025/03/15]Exercise 2.6: Square Magicsquare_magic.py
[2025/03/15]Exercise 2.5: Steel Recycle Bleending Problemsteel.py

License

Creative Commons License
#ORMS Notebooks byStefano Gualandi is licensed under aCreative Commons Attribution 4.0 International License.
Based on a work athttps://github.com/mathcoding/opt4ds.

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