Jupyter Notebook Modeling Examples

Beginner

Create a predictive model to forecast sales based on product prices, then build an optimization model to identify the optimal product mix.

Beginner

Transporting food in a global transportation network is a challenging undertaking. In this notebook, we will build an optimization model to set up a...

Beginner

This COVID-19 Healthcare Facility Capacity Optimization problem shows you how to determine the optimal location and capacity of healthcare...

Beginner

Try this Jupyter Notebook Modeling Example to learn how to solve a classic supply network design problem that involves finding the minimum cost flow...

Beginner

In this example, you'll learn how to solve an offshore wind power generation problem. The goal of the problem is to figure out which underwater...

Beginner

In this example, we'll show you how to solve a goal programming problem that involves allocating the retailers to two divisions of a company in order...

Beginner

Companies across almost every industry are looking to optimize their marketing campaigns. In this Jupyter Notebook, we'll explore a marketing...

Beginner

Facility location problems can be commonly found in many industries, including logistics and telecommunications. In this example, we'll show you how...

Beginner

Try this Jupyter Notebook Modeling Example to learn how you can fit a function to a set of observations. We will formulate this regression problem as...

Beginner

Try this logic programming example to learn how to solve the problem of arranging X's and O's on a three-dimensional Tic-Tac-Toe board so as to...