ml-kmeans is a JavaScript library that implements the K-means clustering algorithm, which partitions observations into k clusters based on the nearest mean. It is designed for developers working with data analysis and machine learning tasks in JavaScript environments. The library offers features like custom initialization of centroids and provides detailed clustering results, making it suitable for applications requiring efficient data segmentation.