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

Data analysis model package without any dependencies

/**
 * Locally estimated scatterplot smoothing
 */
export default class LOESS {
    _k: (a: any, b: any) => Matrix<number>;
    /**
     * Fit model.
     * @param {Array<Array<number>>} x Training data
     * @param {Array<Array<number>>} y Target values
     */
    fit(x: Array<Array<number>>, y: Array<Array<number>>): void;
    _x: Matrix<number[]>;
    _b: Matrix<number[]>;
    _y: Matrix<number[]>;
    /**
     * Returns predicted values.
     * @param {Array<Array<number>>} x Sample data
     * @returns {Array<Array<number>>} Predicted values
     */
    predict(x: Array<Array<number>>): Array<Array<number>>;
}
import Matrix from '../util/matrix.js';