Problem 2: Calculate Pairwise Distances
Easypython
Learn the Concept: ClusteringProblem Description
Write a Python program that calculates the Euclidean distance between every pair of points in a small dataset, storing the results in a distance matrix.
Input
A small list of 2D points.
Output
A distance matrix showing pairwise distances between all points.
Constraints
- At least 4 points.
Example Input
text[[1,1],[2,2],[8,8]]
Example Output
text(A 3x3 matrix showing distances between each pair of the 3 points)
Concepts Covered
Euclidean distance formula, nested loops or scipy.spatial.distance.
Related Problems
- Problem 1: Visualize Unlabeled DataEasy · pythonSolve Problem
- Problem 3: Manually Group Points by a Distance ThresholdEasy · pythonSolve Problem
- Problem 4: Scale Data Before ClusteringEasy · pythonSolve Problem