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

137 lines
4.7 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
{
using System;
using System.ComponentModel.DataAnnotations;
/// <summary>
/// Specifies that an argument, in a method or function,
/// must be an integer bigger than zero.
/// </summary>
///
[AttributeUsage(AttributeTargets.Parameter, AllowMultiple = false)]
public sealed class PositiveIntegerAttribute : IntegerAttribute
{
/// <summary>
/// Initializes a new instance of the <see cref="PositiveIntegerAttribute"/> class.
/// </summary>
///
public PositiveIntegerAttribute(int minimum = 1, int maximum = int.MaxValue)
: base(minimum, maximum)
{
if (minimum <= 0)
throw new ArgumentOutOfRangeException("minimum");
}
}
/// <summary>
/// Specifies that an argument, in a method or function,
/// must be an integer less than zero.
/// </summary>
///
[AttributeUsage(AttributeTargets.Parameter, AllowMultiple = false)]
public sealed class NegativeIntegerAttribute : IntegerAttribute
{
/// <summary>
/// Initializes a new instance of the <see cref="NegativeIntegerAttribute"/> class.
/// </summary>
///
public NegativeIntegerAttribute(int minimum = int.MinValue, int maximum = int.MaxValue)
: base(minimum, maximum)
{
if (maximum >= 0)
throw new ArgumentOutOfRangeException("maximum");
}
}
/// <summary>
/// Specifies that an argument, in a method or function,
/// must be an integer smaller than or equal to zero.
/// </summary>
///
[AttributeUsage(AttributeTargets.Parameter, AllowMultiple = false)]
public sealed class NonpositiveIntegerAttribute : IntegerAttribute
{
/// <summary>
/// Initializes a new instance of the <see cref="NonpositiveIntegerAttribute"/> class.
/// </summary>
///
public NonpositiveIntegerAttribute(int minimum = int.MinValue, int maximum = 0)
: base(minimum, maximum)
{
if (maximum > 0)
throw new ArgumentOutOfRangeException("minimum");
}
}
/// <summary>
/// Specifies that an argument, in a method or function,
/// must be an integer bigger than or equal to zero.
/// </summary>
///
[AttributeUsage(AttributeTargets.Parameter, AllowMultiple = false)]
public sealed class NonnegativeIntegerAttribute : IntegerAttribute
{
/// <summary>
/// Initializes a new instance of the <see cref="NonnegativeIntegerAttribute"/> class.
/// </summary>
///
public NonnegativeIntegerAttribute(int minimum = 0, int maximum = int.MaxValue)
: base(minimum, maximum)
{
if (maximum < 0)
throw new ArgumentOutOfRangeException("minimum");
}
}
/// <summary>
/// Specifies that an argument, in a method or function,
/// must be an integer.
/// </summary>
///
[AttributeUsage(AttributeTargets.Parameter, AllowMultiple = false)]
public class IntegerAttribute : RangeAttribute
{
/// <summary>
/// Initializes a new instance of the <see cref="IntegerAttribute"/> class.
/// </summary>
///
public IntegerAttribute(int minimum = int.MinValue, int maximum = int.MaxValue)
: base(minimum, maximum) { }
/// <summary>
/// Gets the minimum allowed field value.
/// </summary>
///
public new int Minimum { get { return (int)base.Minimum; } }
/// <summary>
/// Gets the maximum allowed field value.
/// </summary>
///
public new int Maximum { get { return (int)base.Maximum; } }
}
}