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