/Optimization-Python

General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python

Primary LanguageJupyter NotebookMIT LicenseMIT

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Optimization-Python

General optimization (LP, MIP, QP etc.) using Python.

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Requirements

  • Python 3+
  • scipy (pip install scipy)
  • numpy (pip install numpy)
  • PuLP (pip install pulp)
  • CVXPY (pip install cvxpy)

My Medium articles on optimization

Read my article on Medium about optimization in machine learning algorithms

Read my article on Medium about optimization with SciPy

Read my article on Medium about stock market portfolio optimization with CVXPY

Read my article on Medium about linear programming with PuLP