Cluster — Data Clustering Analysis Tool

Cluster is a command-line data clustering analysis tool that supports k-means and hierarchical clustering algorithms. It reads numerical data from CSV/JSONL sources, performs clustering, evaluates cluster quality, and exports results.

Data is stored in ~/.cluster/data.jsonl as JSONL records. Each record represents a clustering run with its parameters, assignments, centroids, and evaluation metrics.

Prerequisites

• Python 3.8+ with standard library (no external packages required for basic operations)
• bash shell

Commands

run

Run a clustering algorithm on input data.