hanzoai/jube-fork
2
0
Fork 0
mirror of https://github.com/hanzoai/jube-fork.git synced 2026-10-30 18:33:33 +00:00
Code Issues Packages Projects Releases Wiki Activity
Files
master
jube-fork/Accord.Math/Decompositions/Accord.Math.Decompositions.cd
T
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

473 lines
19 KiB
XML
Raw Permalink Blame History

<?xml version="1.0" encoding="utf-8"?>
<ClassDiagram MajorVersion="1" MinorVersion="1">
<Comment CommentText="Obs: The numeric decomposition classes are auto-generated for each data type using T4 templates.">
<Position X="9.628" Y="2.14" Height="0.65" Width="3.175" />
</Comment>
<Class Name="Accord.Math.Decompositions.CholeskyDecomposition">
<Position X="0.5" Y="8.5" Width="2.5" />
<Members>
<Method Name="LDLt" Hidden="true" />
<Method Name="LLt" Hidden="true" />
</Members>
<Compartments>
<Compartment Name="Fields" Collapsed="true" />
</Compartments>
<TypeIdentifier>
<HashCode>AEAEAQAEAAAAAAAAAEIAAAYIIgAEACBAkAEABIRAADA=</HashCode>
<FileName>Decompositions\CholeskyDecomposition.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Class Name="Accord.Math.Decompositions.EigenvalueDecomposition">
<Position X="0.5" Y="20.25" Width="2.5" />
<Members>
<Method Name="cdiv" Hidden="true" />
<Field Name="d" Hidden="true" />
<Field Name="e" Hidden="true" />
<Field Name="H" Hidden="true" />
<Method Name="hqr2" Hidden="true" />
<Field Name="n" Hidden="true" />
<Field Name="ort" Hidden="true" />
<Method Name="orthes" Hidden="true" />
<Field Name="symmetric" Hidden="true" />
<Method Name="tql2" Hidden="true" />
<Method Name="tred2" Hidden="true" />
<Field Name="V" Hidden="true" />
</Members>
<Compartments>
<Compartment Name="Fields" Collapsed="true" />
</Compartments>
<TypeIdentifier>
<HashCode>ICAgAAAAAAAAAAAAAAAAAAQAACIAAAAGEAAAAMBQBDA=</HashCode>
<FileName>Decompositions\EigenvalueDecomposition.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Class Name="Accord.Math.Decompositions.LuDecomposition">
<Position X="0.5" Y="4.25" Width="2.5" />
<Compartments>
<Compartment Name="Fields" Collapsed="true" />
</Compartments>
<TypeIdentifier>
<HashCode>AEgEAoAAAAAAACAAAAJAAAAIIACAQCAgAAAAAABAADA=</HashCode>
<FileName>Decompositions\LuDecomposition.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Class Name="Accord.Math.Decompositions.QrDecomposition">
<Position X="0.5" Y="0.5" Width="2.5" />
<Compartments>
<Compartment Name="Fields" Collapsed="true" />
</Compartments>
<TypeIdentifier>
<HashCode>AEAAAgAAAAAAAAAAAEIAAAAIMACQAAAAAAAAAAAAABA=</HashCode>
<FileName>Decompositions\QrDecomposition.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Class Name="Accord.Math.Decompositions.SingularValueDecomposition">
<Position X="0.5" Y="13.25" Width="2.5" />
<Compartments>
<Compartment Name="Fields" Collapsed="true" />
</Compartments>
<TypeIdentifier>
<HashCode>EAgFAAAAAACAAAUgAEKAgAQIMABBAgAAEpIggAAAADQ=</HashCode>
<FileName>Decompositions\SingularValueDecomposition.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Class Name="Accord.Math.Decompositions.GeneralizedEigenvalueDecomposition">
<Position X="7.25" Y="20.25" Width="3" />
<Members>
<Method Name="qzhes" Hidden="true" />
<Method Name="qzit" Hidden="true" />
<Method Name="qzval" Hidden="true" />
<Method Name="qzvec" Hidden="true" />
</Members>
<Compartments>
<Compartment Name="Fields" Collapsed="true" />
</Compartments>
<TypeIdentifier>
<HashCode>KCAACAAAAAAhAAgAAAAQBgQAgAAAAAAAUAAAAABAAB0=</HashCode>
<FileName>Decompositions\GeneralizedEigenvalueDecomposition.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Class Name="Accord.Math.Decompositions.CholeskyDecompositionD" BaseTypeListCollapsed="true">
<Position X="6" Y="8.5" Width="2.5" />
<Members>
<Field Name="D" Hidden="true" />
<Field Name="determinant" Hidden="true" />
<Field Name="diagonalMatrix" Hidden="true" />
<Field Name="L" Hidden="true" />
<Method Name="LDLt" Hidden="true" />
<Method Name="LLt" Hidden="true" />
<Field Name="lndeterminant" Hidden="true" />
<Field Name="n" Hidden="true" />
<Field Name="nonsingular" Hidden="true" />
<Field Name="positiveDefinite" Hidden="true" />
<Field Name="robust" Hidden="true" />
<Field Name="symmetric" Hidden="true" />
</Members>
<TypeIdentifier>
<HashCode>AEAEAQAEAAAAAAAAAEIAAAYIIgAEACBAkAEABIRAADA=</HashCode>
<FileName>Decompositions\CholeskyDecompositionD.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Class Name="Accord.Math.Decompositions.CholeskyDecompositionF" BaseTypeListCollapsed="true">
<Position X="3.25" Y="8.5" Width="2.5" />
<Members>
<Field Name="D" Hidden="true" />
<Field Name="determinant" Hidden="true" />
<Field Name="diagonalMatrix" Hidden="true" />
<Field Name="L" Hidden="true" />
<Method Name="LDLt" Hidden="true" />
<Method Name="LLt" Hidden="true" />
<Field Name="lndeterminant" Hidden="true" />
<Field Name="n" Hidden="true" />
<Field Name="nonsingular" Hidden="true" />
<Field Name="positiveDefinite" Hidden="true" />
<Field Name="robust" Hidden="true" />
<Field Name="symmetric" Hidden="true" />
</Members>
<TypeIdentifier>
<HashCode>AEAEAQAEAAAAAAAAAEIAAAYIIgAEACBAkAEABIRAADA=</HashCode>
<FileName>Decompositions\CholeskyDecompositionF.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Class Name="Accord.Math.Decompositions.EigenvalueDecompositionF" BaseTypeListCollapsed="true">
<Position X="3.25" Y="20.25" Width="3.25" />
<Members>
<Field Name="d" Hidden="true" />
<Field Name="e" Hidden="true" />
<Field Name="H" Hidden="true" />
<Field Name="n" Hidden="true" />
<Field Name="ort" Hidden="true" />
<Field Name="symmetric" Hidden="true" />
<Field Name="V" Hidden="true" />
</Members>
<TypeIdentifier>
<HashCode>ICAgAAAAAAAAAAAAAAAAAAQAACIAAAAGEAAAAMBQBDA=</HashCode>
<FileName>Decompositions\EigenvalueDecompositionF.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Class Name="Accord.Math.Decompositions.JaggedCholeskyDecomposition" BaseTypeListCollapsed="true">
<Position X="8.75" Y="8.5" Width="3.25" />
<Members>
<Field Name="D" Hidden="true" />
<Field Name="destroyed" Hidden="true" />
<Field Name="determinant" Hidden="true" />
<Field Name="diagonalMatrix" Hidden="true" />
<Field Name="dimension" Hidden="true" />
<Field Name="L" Hidden="true" />
<Method Name="LDLt" Hidden="true" />
<Field Name="leftTriangularFactor" Hidden="true" />
<Method Name="LLt" Hidden="true" />
<Field Name="lndeterminant" Hidden="true" />
<Field Name="nonsingular" Hidden="true" />
<Field Name="positiveDefinite" Hidden="true" />
<Field Name="robust" Hidden="true" />
<Field Name="undefined" Hidden="true" />
</Members>
<TypeIdentifier>
<HashCode>AEAEIQAsAAAABAAAAEIAAAZIIgAEICBAAAEAhARAADA=</HashCode>
<FileName>Decompositions\JaggedCholeskyDecomposition.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Class Name="Accord.Math.Decompositions.JaggedCholeskyDecompositionD" BaseTypeListCollapsed="true">
<Position X="15.75" Y="8.5" Width="3.25" />
<Members>
<Field Name="D" Hidden="true" />
<Field Name="destroyed" Hidden="true" />
<Field Name="determinant" Hidden="true" />
<Field Name="diagonalMatrix" Hidden="true" />
<Field Name="dimension" Hidden="true" />
<Field Name="L" Hidden="true" />
<Method Name="LDLt" Hidden="true" />
<Field Name="leftTriangularFactor" Hidden="true" />
<Method Name="LLt" Hidden="true" />
<Field Name="lndeterminant" Hidden="true" />
<Field Name="nonsingular" Hidden="true" />
<Field Name="positiveDefinite" Hidden="true" />
<Field Name="robust" Hidden="true" />
<Field Name="undefined" Hidden="true" />
</Members>
<TypeIdentifier>
<HashCode>AEAEIQAsAAAABAAAAEIAAAZIIgAEICBAAAEAhARAADA=</HashCode>
<FileName>Decompositions\JaggedCholeskyDecompositionD.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Class Name="Accord.Math.Decompositions.JaggedCholeskyDecompositionF" BaseTypeListCollapsed="true">
<Position X="12.25" Y="8.5" Width="3.25" />
<Members>
<Field Name="D" Hidden="true" />
<Field Name="destroyed" Hidden="true" />
<Field Name="determinant" Hidden="true" />
<Field Name="diagonalMatrix" Hidden="true" />
<Field Name="dimension" Hidden="true" />
<Field Name="L" Hidden="true" />
<Method Name="LDLt" Hidden="true" />
<Field Name="leftTriangularFactor" Hidden="true" />
<Method Name="LLt" Hidden="true" />
<Field Name="lndeterminant" Hidden="true" />
<Field Name="nonsingular" Hidden="true" />
<Field Name="positiveDefinite" Hidden="true" />
<Field Name="robust" Hidden="true" />
<Field Name="undefined" Hidden="true" />
</Members>
<TypeIdentifier>
<HashCode>AEAEIQAsAAAABAAAAEIAAAZIIgAEICBAAAEAhARAADA=</HashCode>
<FileName>Decompositions\JaggedCholeskyDecompositionF.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Class Name="Accord.Math.Decompositions.JaggedLuDecomposition" BaseTypeListCollapsed="true">
<Position X="8.75" Y="4.25" Width="3" />
<Members>
<Field Name="cols" Hidden="true" />
<Field Name="determinant" Hidden="true" />
<Field Name="lndeterminant" Hidden="true" />
<Field Name="lowerTriangularFactor" Hidden="true" />
<Field Name="lu" Hidden="true" />
<Field Name="nonsingular" Hidden="true" />
<Field Name="pivotSign" Hidden="true" />
<Field Name="pivotVector" Hidden="true" />
<Field Name="rows" Hidden="true" />
<Field Name="upperTriangularFactor" Hidden="true" />
</Members>
<TypeIdentifier>
<HashCode>AEgEAoAAAAAAACAAAAJAAAAIIACAQCAgAAAAAABAADA=</HashCode>
<FileName>Decompositions\JaggedLuDecomposition.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Class Name="Accord.Math.Decompositions.JaggedLuDecompositionD" BaseTypeListCollapsed="true">
<Position X="15.75" Y="4.25" Width="3" />
<Members>
<Field Name="cols" Hidden="true" />
<Field Name="determinant" Hidden="true" />
<Field Name="lndeterminant" Hidden="true" />
<Field Name="lowerTriangularFactor" Hidden="true" />
<Field Name="lu" Hidden="true" />
<Field Name="nonsingular" Hidden="true" />
<Field Name="pivotSign" Hidden="true" />
<Field Name="pivotVector" Hidden="true" />
<Field Name="rows" Hidden="true" />
<Field Name="upperTriangularFactor" Hidden="true" />
</Members>
<TypeIdentifier>
<HashCode>AEgEAoAAAAAAACAAAAJAAAAIIACAQCAgAAAAAABAADA=</HashCode>
<FileName>Decompositions\JaggedLuDecompositionD.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Class Name="Accord.Math.Decompositions.JaggedLuDecompositionF" BaseTypeListCollapsed="true">
<Position X="12.25" Y="4.25" Width="3" />
<Members>
<Field Name="cols" Hidden="true" />
<Field Name="determinant" Hidden="true" />
<Field Name="lndeterminant" Hidden="true" />
<Field Name="lowerTriangularFactor" Hidden="true" />
<Field Name="lu" Hidden="true" />
<Field Name="nonsingular" Hidden="true" />
<Field Name="pivotSign" Hidden="true" />
<Field Name="pivotVector" Hidden="true" />
<Field Name="rows" Hidden="true" />
<Field Name="upperTriangularFactor" Hidden="true" />
</Members>
<TypeIdentifier>
<HashCode>AEgEAoAAAAAAACAAAAJAAAAIIACAQCAgAAAAAABAADA=</HashCode>
<FileName>Decompositions\JaggedLuDecompositionF.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Class Name="Accord.Math.Decompositions.LuDecompositionD" BaseTypeListCollapsed="true">
<Position X="6" Y="4.25" Width="2.5" />
<Members>
<Field Name="cols" Hidden="true" />
<Field Name="determinant" Hidden="true" />
<Field Name="lndeterminant" Hidden="true" />
<Field Name="lowerTriangularFactor" Hidden="true" />
<Field Name="lu" Hidden="true" />
<Field Name="nonsingular" Hidden="true" />
<Field Name="pivotSign" Hidden="true" />
<Field Name="pivotVector" Hidden="true" />
<Field Name="rows" Hidden="true" />
<Field Name="upperTriangularFactor" Hidden="true" />
</Members>
<TypeIdentifier>
<HashCode>AEgEAoAAAAAAACAAAAJAAAAIIACAQCAgAAAAAABAADA=</HashCode>
<FileName>Decompositions\LuDecompositionD.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Class Name="Accord.Math.Decompositions.LuDecompositionF" BaseTypeListCollapsed="true">
<Position X="3.25" Y="4.25" Width="2.5" />
<Members>
<Field Name="cols" Hidden="true" />
<Field Name="determinant" Hidden="true" />
<Field Name="lndeterminant" Hidden="true" />
<Field Name="lowerTriangularFactor" Hidden="true" />
<Field Name="lu" Hidden="true" />
<Field Name="nonsingular" Hidden="true" />
<Field Name="pivotSign" Hidden="true" />
<Field Name="pivotVector" Hidden="true" />
<Field Name="rows" Hidden="true" />
<Field Name="upperTriangularFactor" Hidden="true" />
</Members>
<TypeIdentifier>
<HashCode>AEgEAoAAAAAAACAAAAJAAAAIIACAQCAgAAAAAABAADA=</HashCode>
<FileName>Decompositions\LuDecompositionF.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Class Name="Accord.Math.Decompositions.NonnegativeMatrixFactorization">
<Position X="15.25" Y="13.75" Width="3.25" />
<Members>
<Field Name="H" Hidden="true" />
<Field Name="m" Hidden="true" />
<Field Name="n" Hidden="true" />
<Field Name="r" Hidden="true" />
<Field Name="W" Hidden="true" />
<Field Name="X" Hidden="true" />
</Members>
<TypeIdentifier>
<HashCode>AAAAAAAABACAAAAAAAAAAAAAAAAAAAAAEgABAEBIQAA=</HashCode>
<FileName>Decompositions\NonnegativeFactorization.cs</FileName>
</TypeIdentifier>
</Class>
<Class Name="Accord.Math.Decompositions.QrDecompositionD" BaseTypeListCollapsed="true">
<Position X="6" Y="0.5" Width="2.5" />
<Members>
<Field Name="qr" Hidden="true" />
<Field Name="Rdiag" Hidden="true" />
</Members>
<TypeIdentifier>
<HashCode>AEAAAgAAAAAAAAAAAEIAAAAIMACQAAAAAAAAAAAAABA=</HashCode>
<FileName>Decompositions\QrDecompositionD.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Class Name="Accord.Math.Decompositions.QrDecompositionF" BaseTypeListCollapsed="true">
<Position X="3.25" Y="0.5" Width="2.5" />
<Members>
<Field Name="qr" Hidden="true" />
<Field Name="Rdiag" Hidden="true" />
</Members>
<TypeIdentifier>
<HashCode>AEAAAgAAAAAAAAAAAEIAAAAIMACQAAAAAAAAAAAAABA=</HashCode>
<FileName>Decompositions\QrDecompositionF.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Class Name="Accord.Math.Decompositions.SingularValueDecompositionF" BaseTypeListCollapsed="true">
<Position X="3.25" Y="13.25" Width="2.5" />
<Members>
<Field Name="eps" Hidden="true" />
<Field Name="m" Hidden="true" />
<Field Name="n" Hidden="true" />
<Field Name="s" Hidden="true" />
<Field Name="si" Hidden="true" />
<Field Name="swapped" Hidden="true" />
<Field Name="tiny" Hidden="true" />
<Field Name="u" Hidden="true" />
<Field Name="v" Hidden="true" />
</Members>
<TypeIdentifier>
<HashCode>EAgFAAAAAACAAAUgAEKAgAQIMABBAgAAEpIggAAAADQ=</HashCode>
<FileName>Decompositions\SingularValueDecompositionF.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Class Name="Accord.Math.ReducedRowEchelonForm">
<Position X="15.25" Y="16" Width="3.25" />
<Members>
<Field Name="cols" Hidden="true" />
<Field Name="freeCount" Hidden="true" />
<Field Name="pivot" Hidden="true" />
<Field Name="rows" Hidden="true" />
<Field Name="rref" Hidden="true" />
</Members>
<TypeIdentifier>
<HashCode>AAAEAAAABAAACAAABABAAAQAAACQAAAAAAAAAgAAAAA=</HashCode>
<FileName>Matrix\ReducedRowEchelonForm.cs</FileName>
</TypeIdentifier>
</Class>
<Class Name="Accord.Math.Decompositions.GramSchmidtOrthogonalization">
<Position X="15.25" Y="18.5" Width="3.25" />
<Members>
<Field Name="q" Hidden="true" />
<Field Name="r" Hidden="true" />
</Members>
<TypeIdentifier>
<HashCode>AAAAAAAAAAAAAAAAAAAAAAAAIAAQAAAAACABAAAAAAA=</HashCode>
<FileName>Decompositions\GramSchmidtOrthogonalization.cs</FileName>
</TypeIdentifier>
</Class>
<Class Name="Accord.Math.Decompositions.JaggedSingularValueDecomposition" BaseTypeListCollapsed="true">
<Position X="10.5" Y="13.25" Width="3.5" />
<Members>
<Field Name="determinant" Hidden="true" />
<Field Name="eps" Hidden="true" />
<Field Name="lndeterminant" Hidden="true" />
<Field Name="lnpseudoDeterminant" Hidden="true" />
<Field Name="m" Hidden="true" />
<Field Name="n" Hidden="true" />
<Field Name="pseudoDeterminant" Hidden="true" />
<Field Name="s" Hidden="true" />
<Field Name="si" Hidden="true" />
<Field Name="swapped" Hidden="true" />
<Field Name="tiny" Hidden="true" />
<Field Name="u" Hidden="true" />
<Field Name="v" Hidden="true" />
</Members>
<TypeIdentifier>
<HashCode>EAgFAAAAAACAAAUgAEKAgAQIMABBAgAAEpIggAAAADQ=</HashCode>
<FileName>Decompositions\JaggedSingularValueDecomposition.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Class Name="Accord.Math.Decompositions.JaggedSingularValueDecompositionF" BaseTypeListCollapsed="true">
<Position X="6.25" Y="13.25" Width="3.75" />
<Members>
<Field Name="determinant" Hidden="true" />
<Field Name="eps" Hidden="true" />
<Field Name="lndeterminant" Hidden="true" />
<Field Name="lnpseudoDeterminant" Hidden="true" />
<Field Name="m" Hidden="true" />
<Field Name="n" Hidden="true" />
<Field Name="pseudoDeterminant" Hidden="true" />
<Field Name="s" Hidden="true" />
<Field Name="si" Hidden="true" />
<Field Name="swapped" Hidden="true" />
<Field Name="tiny" Hidden="true" />
<Field Name="u" Hidden="true" />
<Field Name="v" Hidden="true" />
</Members>
<TypeIdentifier>
<HashCode>EAgFAAAAAACAAAUgAEKAgAQIMABBAgAAEpIggAAAADQ=</HashCode>
<FileName>Decompositions\JaggedSingularValueDecompositionF.cs</FileName>
</TypeIdentifier>
<Lollipop Position="0.2" />
</Class>
<Interface Name="Accord.Math.Decompositions.ISolverMatrixDecomposition&lt;T&gt;">
<Position X="13.75" Y="2" Width="2.5" />
<TypeIdentifier>
<HashCode>AAAAAAAAAAAAAAAAAAIAAAAIAAAAAAAAAAAAAAAAAAA=</HashCode>
<FileName>Decompositions\Base\ISolverMatrixDecomposition.cs</FileName>
</TypeIdentifier>
</Interface>
<Interface Name="Accord.Math.Decompositions.ISolverArrayDecomposition&lt;T&gt;">
<Position X="13.75" Y="0.5" Width="2.5" />
<TypeIdentifier>
<HashCode>AAAAAAAAAAAAAAAAAAIAAAAIAAAAAAAAAAAAAAAAAAA=</HashCode>
<FileName>Decompositions\Base\ISolverArrayDecomposition.cs</FileName>
</TypeIdentifier>
</Interface>
<Font Name="Segoe UI" Size="9" />
</ClassDiagram>
Reference in New Issue View Git Blame Copy Permalink