@astermind/astermind-pro/dist/utils/elm-scorer.d.ts

Astermind Pro - Premium ML Toolkit with Advanced RAG, Reranking, Summarization, and Information Flow Analysis

import { OnlineRidge } from "../math/online-ridge.js";
export type ELMConfig = {
    dim: number;
    lambda: number;
    seed?: number;
};
export declare class ELMScorer {
    readonly p: number;
    readonly dim: number;
    readonly lambda: number;
    W: Float64Array;
    b: Float64Array;
    ridge: OnlineRidge | null;
    ready: boolean;
    constructor(p: number, cfg: ELMConfig);
    private hidden;
    partialFit(batchX: number[][], batchY: number[]): void;
    fit(X: number[][], y: number[], iters?: number, batch?: number): void;
    score(x: number[]): number;
}
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