@ai-on-browser/data-analysis-models
Version:
Data analysis model package without any dependencies
37 lines (36 loc) • 818 B
TypeScript
/**
* Pade activation unit layer
*/
export default class PadeActivationUnitLayer extends Layer {
/**
* @param {object} config config
* @param {number} [config.m] m
* @param {number} [config.n] n
* @param {number | number[]} [config.a] m
* @param {number | number[]} [config.b] b
*/
constructor({ m, n, a, b, ...rest }: {
m?: number;
n?: number;
a?: number | number[];
b?: number | number[];
});
_m: number;
_n: number;
_a: any[];
_b: any[];
_l2_decay: number;
calc(x: any): any;
_i: any;
grad(bo: any): any;
_bo: any;
update(optimizer: any): void;
toObject(): {
type: string;
m: number;
n: number;
a: any[];
b: any[];
};
}
import Layer from './base.js';