Skip to content

Latest commit

 

History

History

Folders and files

NameName
Last commit message
Last commit date

parent directory

..
 
 
 
 
 
 

README.md

Optimization Models and Algorithms for Data Science

This repository contain the Notebook used during an #orms course at the Math Dept of the University of Pavia.

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

Python Notebooks

Teaching.

Data Notebook Link
[2020/03/17] Python in a Nutshell Open In Colab
[2020/03/17] Solving an LP with Two Variables Open In Colab
[2020/03/17] The Knapsack Problem Open In Colab
[2020/05/17] The Traveling Salesman Problem Open In Colab

Homework solutions.

Data Notebook Link
[2020/04/07] Exercise: Optimal Transport, an Appetizer Open In Colab
[2020/03/31] Exercise: Data Fitting for COVID19 Open In Colab
[2020/03/24] Solution Homework 2: Magic Squares Open In Colab
[2020/03/24] Solution Homework 2: Sudoku Open In Colab
[2020/03/20] Solution Homework 1 Open In Colab

Misc Models.

Data Notebook Link
[2020/03/23] n-Queens Problem Open In Colab

Python scripts

Data Name
[2020/05/17] Traveling Salesman Problem
[2020/04/21] Displacement Interpolation with VGA fonts
[2020/04/21] Optimal Transport 2D
[2020/04/21] Optimal Transport 1D
[2020/04/03] Plot Shortest Path Tree with NetworkX
[2020/04/03] Naive Reverse Dijkstra
[2020/04/03] Solution: Data Fitting for COVID19
[2020/03/31] Magic Square
[2020/03/31] Sudoku

License

Creative Commons License
OPT4DS Notebooks by Stefano Gualandi is licensed under a Creative Commons Attribution 4.0 International License.
Based on a work at https://github.com/mathcoding/opt4ds.