Python

Linear Algebra using numpy - Vectors In this post we explore some common linear algebra functions and their application in pure python and numpy Python lists are not vectors, they…

Resampling time series data with pandasIn this post, we'll be going through an example of resampling time series data using pandas. We're going to be tracking a self-driving car at…

Introduction to Linear Programming with Python and PuLP Linear Programming, also sometimes called linear optimisation, involves maximising or minimising a linear objective function, subject to a set of linear inequality…

Introduction to Linear Programming with Python - Part 6Mocking conditional statements using binary constraints In part 5, I mentioned that in some cases it is possible to construct conditional statements…

Introduction to Linear Programming with Python - Part 5Using PuLP with pandas and binary constraints to solve a scheduling problem In this example, we'll be solving a scheduling problem. We…

Linear Programming with Python and PuLP - Part 4Real world examples - Blending Problem We're going to make some sausages! We have the following ingredients available to us: Ingredient Cost…

Linear Programming with Python and PuLP - Part 3 Real world examples - Resourcing Problem We'll now look at 2 more real world examples. The first is a resourcing problem…

Linear Programming with Python and PuLP - Part 2 Introduction to PuLP PuLP is an open source linear programming package for python. PuLP can be installed using pip, instructions here.…

  Linear Programming with Python and PuLP - Part 1 Introduction to Linear Programming   In this set of notebooks we will be looking at some linear programming problems and…