@ai-on-browser/data-analysis-models
Version:
Data analysis model package without any dependencies
35 lines (34 loc) • 1.01 kB
TypeScript
/**
* Average shifted histogram
*/
export default class AverageShiftedHistogram {
/**
* @param {object} config Config
* @param {Array<[number, number]>} [config.domain] Domain of each dimension
* @param {number} config.size Bin size
* @param {number} step Number of bins to average
*/
constructor(config: {
domain?: Array<[number, number]>;
size: number;
}, step: number);
_config: {
domain?: Array<[number, number]>;
size: number;
};
_step: number;
/**
* Returns predicted values.
* @param {Array<Array<number>>} datas Training data
* @returns {*[]} An array nested by the number of dimensions of the data
*/
fit(datas: Array<Array<number>>): any[];
_ranges: any[];
_dense: any[];
/**
* Returns predicted counted values.
* @param {Array<Array<number>>} datas Sample data
* @returns {number[]} Predicted values
*/
predict(datas: Array<Array<number>>): number[];
}