import { Sequential, Tensor } from '@tensorflow/tfjs-node';
import { ModelParameters } from './types';
export declare class SimpleNN {
    private parameters;
    private wordEmbeddingsMatrix;
    model: Sequential;
    constructor(parameters: ModelParameters, wordEmbeddingsMatrix: Tensor);
    private _createModel;
    private _addEmbeddingLayer;
    private _addLSTMLayer;
    private _addDenseLayer;
    private _compile;
}
