Files
richard-churchman cc0a2bee21 Extensive modifications to the serialisation of Neural Network models to support Newtonsoft Json.net rather than Binary Serializer.
Included open-source Accord.net library code natively to the solution given the deprecated state of that project.  Accord.net will be supported inside Jube for own needs (such as upgrading to .Net 7+).

Accord.net libraries modified to compile to .Net 6.

Modified Accord.net libraries to better support Newtonsoft Json.net serialisation.

Included annotations in the Accord.net libraries to house important dependency statistics. Serialised json can be used independently of Jube to recall a Neural Network.

Removal of Binary Serializer totally as a precursor to the projects support of .Net 7+.

Extensive bug fixing in crucial functions of Neural Network training and recall.  While this part of the system remains in Alpha, it is substantially more fit for purpose.
2023-12-24 10:22:22 +01:00

166 lines
4.4 KiB
C#

// Accord Core Library
// The Accord.NET Framework
// http://accord-framework.net
//
// Copyright © César Souza, 2009-2017
// cesarsouza at gmail.com
//
// This library is free software; you can redistribute it and/or
// modify it under the terms of the GNU Lesser General Public
// License as published by the Free Software Foundation; either
// version 2.1 of the License, or (at your option) any later version.
//
// This library is distributed in the hope that it will be useful,
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
// Lesser General Public License for more details.
//
// You should have received a copy of the GNU Lesser General Public
// License along with this library; if not, write to the Free Software
// Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA
//
namespace Accord.Collections
{
using System;
using System.Collections.Generic;
using Accord.Compat;
/// <summary>
/// Possible node colors for <see cref="RedBlackTree{T}"/>s.
/// </summary>
///
public enum RedBlackTreeNodeType
{
/// <summary>
/// Red node.
/// </summary>
///
Red,
/// <summary>
/// Black node.
/// </summary>
///
Black
}
/// <summary>
/// <see cref="RedBlackTree{T}"/> node.
/// </summary>
///
/// <typeparam name="T">The type of the value to be stored.</typeparam>
///
[Serializable]
public class RedBlackTreeNode<T> : BinaryNode<RedBlackTreeNode<T>>
{
RedBlackTreeNode<T> parent;
RedBlackTreeNodeType color;
T value;
/// <summary>
/// Constructs a new empty node.
/// </summary>
///
public RedBlackTreeNode()
{
}
/// <summary>
/// Constructs a node containing the given <param name="value"/>.
/// </summary>
///
public RedBlackTreeNode(T value)
{
this.value = value;
}
/// <summary>
/// Gets or sets a reference to this node's parent node.
/// </summary>
///
public RedBlackTreeNode<T> Parent
{
get { return parent; }
set { parent = value; }
}
/// <summary>
/// Gets or sets this node's color.
/// </summary>
///
public RedBlackTreeNodeType Color
{
get { return color; }
set { color = value; }
}
/// <summary>
/// Gets or sets the value associated with this node.
/// </summary>
///
public T Value
{
get { return this.value; }
set { this.value = value; }
}
/// <summary>
/// Returns a <see cref="System.String" /> that represents this instance.
/// </summary>
/// <returns>
/// A <see cref="System.String" /> that represents this instance.
/// </returns>
public override string ToString()
{
if (color == RedBlackTreeNodeType.Black)
return "Black: {0)".Format(Value);
return "Red: {0)".Format(Value);
}
}
/// <summary>
/// <see cref="RedBlackTree{T}"/> node.
/// </summary>
///
/// <typeparam name="TKey">The type of the key that identifies the value.</typeparam>
/// <typeparam name="TValue">The type of the values stored in this node.</typeparam>
///
[Serializable]
public class RedBlackTreeNode<TKey, TValue> : RedBlackTreeNode<KeyValuePair<TKey, TValue>>
{
/// <summary>
/// Constructs a new empty node.
/// </summary>
///
public RedBlackTreeNode()
{
}
/// <summary>
/// Constructs a new node containing the given <param name="key">
/// key</param> and <param name="value">value</param> pair.
/// </summary>
///
public RedBlackTreeNode(TKey key, TValue value)
: base(new KeyValuePair<TKey, TValue>(key, value))
{
}
/// <summary>
/// Constructs a new node containing the given
/// <param name="item">key and value pair</param>.
/// </summary>
///
public RedBlackTreeNode(KeyValuePair<TKey, TValue> item)
: base(item)
{
}
}
}