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Linear programming notebooks

Introduction to linear programming

  • Basic concepts

  • Duality

  • Computation

  • Stigler's diet problem

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Column generation methods

  • The cutting stock problem

  • The knapsack problem

Large Paper Rolls
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The simplex algorithm

  • Basic variables

  • Pivoting

  • Transportation simplex

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Min-cost-flow problem

  • Network topology

  • Min-cost flow duality

  • Shortest path

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Interior point methods

  • An introduction

Liquid Drop
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Quantile regression

  • Classical quantile regression

  • Vector quantile regression

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Accessing the material

Github repository

pip package installation

!pip install mec

from mec import lp

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