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It’s much better to strive for readability in your work! Keep in mind, it’s not always ideal to refactor your code to the shortest possible implementation.

We were able to cut down out function to just a single return statement. Return sum( - point2) ** 2 for x in range(len(point1))]) ** 0.5 We can dramatically cut down the code used for this, as it was extremely verbose for the point of explaining how this can be calculated: # Python Euclidian Distance using Naive Method Finally, we return the square root of this sum.We then square these differences and add them up.Iterate over each points coordinates and find the differences.Print(naive_euclidian_distance(point_1, point_2)) Sum_of_squares = sum(differences_squared) Say we have two points, located at (1,2) and (4,7), let’s take a look at how we can calculate the euclidian distance: # Python Euclidian Distance using Naive Methodĭef naive_euclidian_distance(point1, point2):ĭifferences = - point2 for x in range(len(point1))]ĭifferences_squared = Find the Euclidian Distance between Two Points in Python using Sum and SquareĪ very intuitive way to use Python to find the distance between two points, or the euclidian distance, is to use the built-in sum() and product() functions in Python.

To learn more about the Euclidian distance, check out this helpful Wikipedia article on it. Because of this, understanding different easy ways to calculate the distance between two points in Python is a helpful (and often necessary) skill to understand and learn. For example, they are used extensively in the k-nearest neighbour classification systems. We can easily calculate the distance of points of more than two dimensions by simply finding the difference between the two points’ dimensions, squared.Įuclidian distances have many uses, in particular in machine learning. Because of this, it represents the Pythagorean Distance between two points, which is calculated using: The Euclidian Distance represents the shortest distance between two points. What is the Euclidian distance between two points? Fastest Method to Find the Distance Between Two Points in Python.Use Python and Scipy to Find the Distance between Two Points.Use Math to Find the Euclidian Distance between Two Points in Python.