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use_cases.Rmd
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use_cases.Rmd
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---
title: "Use Cases"
---
The following contains some use cases.
# Combinatorial Problems
* [Sudoku](use_case_sudoku.html)
# Linear regression
* [Ordinary least squares](use_case_linear_regression.html)
* [Least absolute deviation problem](use_case_LAD.html)
# Generalized linear models
* [Logistic regression](use_case_logistic_regression.html)
* [Multinomial logistic regression](use_case_multinomial_regression.html)
* [Poisson regression](use_case_poisson_regression.html)
# Model selection (regularization)
* [Ridge regression](use_case_ridge_regression.html)
* [Lasso](use_case_lasso.html)
# Portfolio Optimization
* [Portfolio Optimization](use_case_portfolio_optimization.html)
# Network models
* <a href="use_case_NW_optim_web_docu.html" target="_blank">Financial Exposure Network Optimization via Mixed Integer Linear Programming</a>