@ai-on-browser/data-analysis-models/lib/model/dc_dp_means.d.ts

Data analysis model package without any dependencies

/**
 * Delayed Cluster Dirichlet Processes algorithm
 */
export default class DCDPMeans {
    /**
     * @param {number} lambda cluster penalty parameter
     */
    constructor(lambda: number);
    _l: number;
    _c: any[];
    _d: (a: any, b: any) => number;
    /**
     * Centroids
     * @type {Array<Array<number>>}
     */
    get centroids(): Array<Array<number>>;
    /**
     * Fit model.
     * @param {Array<Array<number>>} datas Training data
     */
    fit(datas: Array<Array<number>>): void;
    /**
     * Returns predicted categories.
     * @param {Array<Array<number>>} datas Sample data
     * @returns {number[]} Predicted values
     */
    predict(datas: Array<Array<number>>): number[];
}