import * as tf from '@tensorflow/tfjs';
import { io } from '@tensorflow/tfjs-core';
interface LearningInterface {
    model: tf.LayersModel | null;
    isRunning: boolean;
    isReady: boolean;
    onProgress(progress: number): void;
    onLoss(loss: number): void;
    onTrainBegin(log: any): void;
    onTrainEnd(log: any): void;
    onEpochEnd(epoch: number, logs: any): void;
    addData(label: string, data: any): Promise<void>;
    train(): Promise<tf.History>;
    infer(data: any): Promise<any>;
    saveModel(handlerOrURL: io.IOHandler | string, config?: io.SaveConfig): Promise<void>;
    running(): boolean;
    ready(): boolean;
    load({ jsonURL, labels }: {
        jsonURL: string;
        labels: Array<string>;
    }): Promise<void>;
}
export default LearningInterface;