using System;

using System.Collections.Generic;

using System.Text;

using static Tensorflow.Python;

namespace Tensorflow

{

/// <summary>

/// A variable maintains state in the graph across calls to `run()`. You add a

/// variable to the graph by constructing an instance of the class `Variable`.

///

/// The `Variable()` constructor requires an initial value for the variable,

/// which can be a `Tensor` of any type and shape. The initial value defines the

/// type and shape of the variable. After construction, the type and shape of

/// the variable are fixed. The value can be changed using one of the assign methods.

/// https://tensorflow.org/guide/variables

/// </summary>

public class VariableV1

{

public virtual string name { get; }

public virtual Tensor graph_element { get; }

public virtual Operation op { get; }

public virtual Operation initializer { get; }

public VariableV1(object initial_value = null,

bool trainable = true,

List<string> collections = null,

bool validate_shape = true,

string caching_device = "",

string name = null,

TF_DataType dtype = TF_DataType.DtInvalid)

{

}

}

}