Files
jube-fork/Accord.Core/Attributes/RealAttribute.cs
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

157 lines
5.1 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 greater than zero.
/// </summary>
///
[AttributeUsage(AttributeTargets.Parameter, AllowMultiple = false)]
public sealed class PositiveAttribute : RealAttribute
{
/// <summary>
/// Initializes a new instance of the <see cref="PositiveAttribute"/> class.
/// </summary>
///
public PositiveAttribute(double minimum = Double.Epsilon, double maximum = Double.MaxValue)
: base(minimum, maximum)
{
if (minimum <= 0)
throw new ArgumentOutOfRangeException("minimum");
}
}
/// <summary>
/// Specifies that an argument, in a method or function,
/// must be lesser than zero.
/// </summary>
///
[AttributeUsage(AttributeTargets.Parameter, AllowMultiple = false)]
public sealed class NegativeAttribute : RealAttribute
{
/// <summary>
/// Initializes a new instance of the <see cref="NegativeAttribute"/> class.
/// </summary>
///
public NegativeAttribute(double minimum = double.MinValue, double maximum = -double.Epsilon)
: base(minimum, maximum)
{
if (maximum >= 0)
throw new ArgumentOutOfRangeException("maximum");
}
}
/// <summary>
/// Specifies that an argument, in a method or function,
/// must be lesser than or equal to zero.
/// </summary>
///
[AttributeUsage(AttributeTargets.Parameter, AllowMultiple = false)]
public sealed class NonpositiveAttribute : RealAttribute
{
/// <summary>
/// Initializes a new instance of the <see cref="NonpositiveAttribute"/> class.
/// </summary>
///
public NonpositiveAttribute(double minimum = double.MinValue, double maximum = 0)
: base(minimum, maximum)
{
if (maximum < 0)
throw new ArgumentOutOfRangeException("maximum");
}
}
/// <summary>
/// Specifies that an argument, in a method or function,
/// must be greater than or equal to zero.
/// </summary>
///
[AttributeUsage(AttributeTargets.Parameter, AllowMultiple = false)]
public sealed class NonnegativeAttribute : RangeAttribute
{
/// <summary>
/// Initializes a new instance of the <see cref="NonnegativeAttribute"/> class.
/// </summary>
///
public NonnegativeAttribute(double minimum = 0, double maximum = Double.MaxValue)
: base(0, double.MaxValue)
{
if (maximum < 0)
throw new ArgumentOutOfRangeException("maximum");
}
}
/// <summary>
/// Specifies that an argument, in a method or function,
/// must be real (double).
/// </summary>
///
[AttributeUsage(AttributeTargets.Parameter, AllowMultiple = false)]
public class RealAttribute : RangeAttribute
{
/// <summary>
/// Initializes a new instance of the <see cref="RealAttribute"/> class.
/// </summary>
///
public RealAttribute(double minimum = Double.MinValue, double maximum = Double.MaxValue)
: base(minimum, maximum)
{
}
/// <summary>
/// Gets the minimum allowed field value.
/// </summary>
///
public new double Minimum { get { return (double)base.Minimum; } }
/// <summary>
/// Gets the maximum allowed field value.
/// </summary>
///
public new double Maximum { get { return (double)base.Maximum; } }
}
/// <summary>
/// Specifies that an argument, in a method or function,
/// must be real between 0 and 1.
/// </summary>
///
[AttributeUsage(AttributeTargets.Parameter, AllowMultiple = false)]
public sealed class UnitAttribute : RangeAttribute
{
/// <summary>
/// Initializes a new instance of the <see cref="UnitAttribute"/> class.
/// </summary>
///
public UnitAttribute()
: base(0, 1) { }
}
}