mirror of
https://github.com/hanzoai/jube-fork.git
synced 2026-10-30 18:33:33 +00:00
richard-churchman
cc0a2bee21
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.
366 lines
11 KiB
Plaintext
366 lines
11 KiB
Plaintext
<#@ template debug="false" hostspecific="true" language="C#" #>
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<#@ output extension="Generated.cs" #>
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<#@ import namespace="Microsoft.VisualStudio.TextTemplating" #>
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<#@ include file="T4Toolbox.tt" #>
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// Accord Math Library
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// The Accord.NET Framework
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// http://accord-framework.net
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//
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// Copyright © César Souza, 2009-2017
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// cesarsouza at gmail.com
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//
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// This library is free software; you can redistribute it and/or
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// modify it under the terms of the GNU Lesser General Public
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// License as published by the Free Software Foundation; either
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// version 2.1 of the License, or (at your option) any later version.
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//
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// This library is distributed in the hope that it will be useful,
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// but WITHOUT ANY WARRANTY; without even the implied warranty of
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// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
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// Lesser General Public License for more details.
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//
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// You should have received a copy of the GNU Lesser General Public
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// License along with this library; if not, write to the Free Software
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// Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA
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//
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// ======================================================================
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// This code has been generated by a tool; do not edit manually. Instead,
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// edit the T4 template Matrix.Elementwise.tt so this file can be regenerated.
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// ======================================================================
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namespace Accord.Math
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{
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using System;
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using System.CodeDom.Compiler;
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using Accord.Math;
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using System.Runtime.CompilerServices;
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using System.Numerics;
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// [GeneratedCode("Accord.NET T4 Templates", "3.1")]
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public static partial class Matrix
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{
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<#
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string[][] types =
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{
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new string[] { "int", "Int32", "integer" },
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new string[] { "short", "Int16", "short integer" },
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new string[] { "float", "Single", "single-precision floating point" },
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new string[] { "double", "Double", "double-precision floating point" },
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new string[] { "long", "Int64", "long integer" },
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new string[] { "byte", "Byte", "8-bit byte" },
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new string[] { "sbyte", "SByte", "signed 7-bit byte" },
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new string[] { "decimal", "Decimal", "decimal fixed-point" },
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new string[] { "bool", "Boolean", "boolean" },
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new string[] { "object", "Object", "object" },
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new string[] { "string", "String", "string" },
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new string[] { "Complex", "Complex", "128-bit complex" },
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};
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foreach (string[] a in types)
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{
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foreach (string[] b in types)
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{
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if (a == b)
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continue;
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string a_type = a[0];
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string a_name = a[1];
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string a_desc = a[2];
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string b_type = b[0];
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string b_name = b[1];
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string b_desc = b[2];
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bool a_blittable = a_type != "object" && a_type != "string";
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bool b_blittable = b_type != "object" && b_type != "string";
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string begin = String.Format("({0})", b_name);
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string end = "";
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if (a_type == "bool")
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{
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begin = "";
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end = String.Format(" ? ({0})1 : ({0})0", b_name);
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}
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else if (b_type == "bool")
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{
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if (a_type == "object")
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{
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begin = "Object.Equals(";
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end = ", 0)";
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}
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else
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{
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begin = "";
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end = " != 0";
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}
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}
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if (a_type == "string")
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{
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if (b_type == "Complex")
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{
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continue;
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}
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if (b_type == "object")
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{
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begin = String.Format("({0})System.Convert.ChangeType(", b_name);
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end = String.Format(", typeof({0}))", b_name);
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}
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else
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{
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begin = String.Format("{0}.Parse(", b_name);
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end = ");";
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}
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}
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if (a_type == "Complex")
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{
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begin = String.Format("({0})", b_name);
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end = ".Real";
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if (b_type == "bool")
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{
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begin = "";
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end = ".Real != 0";
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}
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}
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if (b_type == "string")
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{
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begin = "";
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end = ".ToString()";
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}
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if (a_type == "object")
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{
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begin = String.Format("({0})System.Convert.ChangeType(", b_name);
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end = String.Format(", typeof({0}))", b_name);
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}
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#>
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/// <summary>
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/// Converts a <#=a_desc#> to a <#=b_desc#>.
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/// </summary>
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///
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#if NET45 || NET46 || NET462 || NETSTANDARD2_0
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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#endif
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public static <#=b_type#>[] To<#=b_name#>(this <#=a_type#>[] value)
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{
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return To<#=b_name#>(value, new <#=b_type#>[value.Length]);
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}
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/// <summary>
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/// Converts a <#=a_desc#> to a <#=b_desc#>.
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/// </summary>
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///
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#if NET45 || NET46 || NET462 || NETSTANDARD2_0
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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#endif
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public static <#=b_type#>[,] To<#=b_name#>(this <#=a_type#>[,] value)
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{
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return To<#=b_name#>(value, Matrix.CreateAs<<#=a_type#>, <#=b_type#>>(value));
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}
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/// <summary>
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/// Converts a <#=a_desc#> to a <#=b_desc#>.
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/// </summary>
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///
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#if NET45 || NET46 || NET462 || NETSTANDARD2_0
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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#endif
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public static <#=b_type#>[,,] To<#=b_name#>(this <#=a_type#>[,,] value)
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{
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return To<#=b_name#>(value, Matrix.CreateAs<<#=a_type#>, <#=b_type#>>(value));
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}
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/// <summary>
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/// Converts a <#=a_desc#> to a <#=b_desc#>.
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/// </summary>
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///
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#if NET45 || NET46 || NET462 || NETSTANDARD2_0
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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#endif
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public static <#=b_type#>[][] To<#=b_name#>(this <#=a_type#>[][] value)
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{
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return To<#=b_name#>(value, Jagged.CreateAs<<#=a_type#>, <#=b_type#>>(value));
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}
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/// <summary>
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/// Converts a <#=a_desc#> to a <#=b_desc#>.
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/// </summary>
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///
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#if NET45 || NET46 || NET462 || NETSTANDARD2_0
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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#endif
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public static <#=b_type#>[][][] To<#=b_name#>(this <#=a_type#>[][][] value)
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{
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return To<#=b_name#>(value, Jagged.CreateAs<<#=a_type#>, <#=b_type#>>(value));
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}
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/// <summary>
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/// Converts a <#=a_desc#> array to a <#=b_desc#> array.
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/// </summary>
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///
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#if NET45 || NET46 || NET462 || NETSTANDARD2_0
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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#endif
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public static <#=b_type#>[] To<#=b_name#>(this <#=a_type#>[] value, <#=b_type#>[] result)
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{
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for (int i = 0; i < value.Length; i++)
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result[i] = <#=begin#>value[i]<#=end#>;
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return result;
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}
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/// <summary>
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/// Converts a multidimensional <#=a_desc#> array to a multidimensional <#=b_desc#> array.
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/// </summary>
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///
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#if NET45 || NET46 || NET462 || NETSTANDARD2_0
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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#endif
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public static <#=b_type#>[,] To<#=b_name#>(this <#=a_type#>[,] value, <#=b_type#>[,] result)
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{
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<#
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if (a_blittable && b_blittable)
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{
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#>
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unsafe
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{
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fixed (<#=a_type#>* src = value)
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fixed (<#=b_type#>* dst = result)
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{
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for (int i = 0; i < value.Length; i++)
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dst[i] = <#=begin#>src[i]<#=end#>;
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}
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}
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<#
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}
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else
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{
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#>
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int r = value.GetLength(0);
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int c = value.GetLength(1);
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for (int i = 0; i < r; i++)
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for (int j = 0; j < c; j++)
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result[i, j] = <#=begin#>value[i, j]<#=end#>;
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<#
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}
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#>
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return result;
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}
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/// <summary>
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/// Converts a multidimensional <#=a_desc#> array to a multidimensional <#=b_desc#> array.
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/// </summary>
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///
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#if NET45 || NET46 || NET462 || NETSTANDARD2_0
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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#endif
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public static <#=b_type#>[,,] To<#=b_name#>(this <#=a_type#>[,,] value, <#=b_type#>[,,] result)
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{
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<#
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if (a_blittable && b_blittable)
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{
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#>
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unsafe
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{
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fixed (<#=a_type#>* src = value)
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fixed (<#=b_type#>* dst = result)
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{
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for (int i = 0; i < value.Length; i++)
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dst[i] = <#=begin#>src[i]<#=end#>;
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}
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}
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<#
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}
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else
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{
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#>
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int r = value.GetLength(0);
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int c = value.GetLength(1);
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int d = value.GetLength(2);
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for (int i = 0; i < r; i++)
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for (int j = 0; j < c; j++)
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for (int k = 0; k < d; k++)
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result[i, j, k] = <#=begin#>value[i, j, k]<#=end#>;
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<#
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}
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#>
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return result;
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}
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/// <summary>
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/// Converts a multidimensional <#=a_desc#> array to a jagged <#=b_desc#> array.
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/// </summary>
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///
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#if NET45 || NET46 || NET462 || NETSTANDARD2_0
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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#endif
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public static <#=b_type#>[][] To<#=b_name#>(this <#=a_type#>[,] value, <#=b_type#>[][] result)
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{
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<#// TODO: Optimize#>
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for (int i = 0; i < result.Length; i++)
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for (int j = 0; j < result[i].Length; j++)
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result[i][j] = <#=begin#>value[i, j]<#=end#>;
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return result;
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}
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/// <summary>
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/// Converts a jagged <#=a_desc#> array to a jagged <#=b_desc#> array.
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/// </summary>
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///
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#if NET45 || NET46 || NET462 || NETSTANDARD2_0
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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#endif
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public static <#=b_type#>[][] To<#=b_name#>(this <#=a_type#>[][] value, <#=b_type#>[][] result)
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{
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for (int i = 0; i < value.Length; i++)
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for (int j = 0; j < value[i].Length; j++)
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result[i][j] = <#=begin#>value[i][j]<#=end#>;
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return result;
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}
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/// <summary>
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/// Converts a jagged <#=a_desc#> array to a jagged <#=b_desc#> array.
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/// </summary>
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///
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#if NET45 || NET46 || NET462 || NETSTANDARD2_0
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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#endif
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public static <#=b_type#>[][][] To<#=b_name#>(this <#=a_type#>[][][] value, <#=b_type#>[][][] result)
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{
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for (int i = 0; i < value.Length; i++)
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for (int j = 0; j < value[i].Length; j++)
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for (int k = 0; k < value[i][j].Length; k++)
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result[i][j][k] = <#=begin#>value[i][j][k]<#=end#>;
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return result;
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}
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/// <summary>
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/// Converts a jagged <#=a_desc#> array to a multidimensional <#=b_desc#> array.
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/// </summary>
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///
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#if NET45 || NET46 || NET462 || NETSTANDARD2_0
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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#endif
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public static <#=b_type#>[,] To<#=b_name#>(this <#=a_type#>[][] value, <#=b_type#>[,] result)
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{
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<#// TODO: Optimize#>
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for (int i = 0; i < value.Length; i++)
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for (int j = 0; j < value[i].Length; j++)
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result[i, j] = <#=begin#>value[i][j]<#=end#>;
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return result;
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}
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<#
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}
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}
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#>
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}
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} |