using Tensorflow.Common.Types;

using Tensorflow.Keras.Engine;

using Tensorflow.Keras.Saving;

using Tensorflow.NumPy;

using Tensorflow.Training;

namespace Tensorflow.Keras

{

public interface ILayer: IWithTrackable, IKerasConfigable

{

string Name { get; }

bool Trainable { get; }

bool Built { get; }

void build(KerasShapesWrapper input_shape);

List<ILayer> Layers { get; }

List<INode> InboundNodes { get; }

List<INode> OutboundNodes { get; }

Tensors Apply(Tensors inputs, Tensors states = null, bool? training = false, IOptionalArgs? optional_args = null);

List<IVariableV1> TrainableVariables { get; }

List<IVariableV1> TrainableWeights { get; }

List<IVariableV1> NonTrainableWeights { get; }

List<IVariableV1> Weights { get; set; }

void set_weights(IEnumerable<NDArray> weights);

List<NDArray> get_weights();

Shape OutputShape { get; }

KerasShapesWrapper BatchInputShape { get; }

KerasShapesWrapper BuildInputShape { get; }

TF_DataType DType { get; }

int count_params();

void adapt(Tensor data, int? batch_size = null, int? steps = null);

}

}