@astermind/astermind-elm/dist/core/ELMWorkerClient.d.ts

JavaScript Extreme Learning Machine (ELM) library for browser and Node.js.

export type WorkerProgress = {
    id: string;
    type: 'progress';
    phase: string;
    pct: number;
    note?: string;
};
export declare class ELMWorkerClient {
    private worker;
    private pending;
    constructor(worker: Worker);
    private call;
    getKind(): Promise<{
        kind: "none" | "elm" | "online";
    }>;
    dispose(): Promise<any>;
    setVerbose(verbose: boolean): Promise<any>;
    initELM(config: any): Promise<any>;
    elmTrain(opts?: {
        augmentationOptions?: any;
        weights?: number[];
    }, onProgress?: (p: WorkerProgress) => void): Promise<any>;
    elmTrainFromData(X: number[][], Y: number[][], options?: any, onProgress?: (p: WorkerProgress) => void): Promise<any>;
    elmPredict(text: string, topK?: number): Promise<any>;
    elmPredictFromVector(X: number[][], topK?: number): Promise<any>;
    elmGetEmbedding(X: number[][]): Promise<number[][]>;
    elmToJSON(): Promise<string>;
    elmLoadJSON(json: string): Promise<any>;
    initOnlineELM(config: any): Promise<any>;
    oelmInit(X0: number[][], Y0: number[][]): Promise<any>;
    oelmFit(X: number[][], Y: number[][]): Promise<any>;
    oelmUpdate(X: number[][], Y: number[][]): Promise<any>;
    oelmLogits(X: number[][]): Promise<number[][]>;
    oelmToJSON(): Promise<any>;
    oelmLoadJSON(json: any): Promise<any>;
}