mirror of
https://github.com/hanzoai/jube-fork.git
synced 2026-10-30 18:33:33 +00:00
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.
347 lines
14 KiB
XML
347 lines
14 KiB
XML
<?xml version="1.0" encoding="utf-8"?>
|
|
<ClassDiagram MajorVersion="1" MinorVersion="1">
|
|
<Class Name="Accord.MachineLearning.RANSAC<TModel>">
|
|
<Position X="1.25" Y="1.75" Width="2.25" />
|
|
<Members>
|
|
<Field Name="degenerate" Hidden="true" />
|
|
<Field Name="distances" Hidden="true" />
|
|
<Field Name="fitting" Hidden="true" />
|
|
<Field Name="maxEvaluations" Hidden="true" />
|
|
<Field Name="maxSamplings" Hidden="true" />
|
|
<Field Name="probability" Hidden="true" />
|
|
<Field Name="s" Hidden="true" />
|
|
<Field Name="t" Hidden="true" />
|
|
</Members>
|
|
<Compartments>
|
|
<Compartment Name="Private" Collapsed="true" />
|
|
<Compartment Name="Fields" Collapsed="true" />
|
|
</Compartments>
|
|
<TypeIdentifier>
|
|
<HashCode>AEIAAAAAAAAAAAAAgAAAAIAAAEAAACBgBJQgAAQSAAA=</HashCode>
|
|
<FileName>Ransac.cs</FileName>
|
|
</TypeIdentifier>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.GridSearch<TModel>">
|
|
<Position X="1.75" Y="8.5" Width="1.75" />
|
|
<Members>
|
|
<Field Name="fitting" Hidden="true" />
|
|
<Field Name="ranges" Hidden="true" />
|
|
</Members>
|
|
<Compartments>
|
|
<Compartment Name="Private" Collapsed="true" />
|
|
<Compartment Name="Fields" Collapsed="true" />
|
|
</Compartments>
|
|
<TypeIdentifier>
|
|
<HashCode>AEIAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgCAAA=</HashCode>
|
|
<FileName>GridSearch.cs</FileName>
|
|
</TypeIdentifier>
|
|
<ShowAsCollectionAssociation>
|
|
<Property Name="ParameterRanges" />
|
|
</ShowAsCollectionAssociation>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.GridSearchRange">
|
|
<Position X="5.25" Y="8.25" Width="2.5" />
|
|
<TypeIdentifier>
|
|
<HashCode>AAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAggAAAAAA=</HashCode>
|
|
<FileName>GridSearchRange.cs</FileName>
|
|
</TypeIdentifier>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.Bayes.NaiveBayes">
|
|
<Position X="17.75" Y="8.5" Width="2.25" />
|
|
<Members>
|
|
<Field Name="classCount" Hidden="true" />
|
|
<Method Name="initialize" Hidden="true" />
|
|
<Method Name="logLikelihood" Hidden="true" />
|
|
<Field Name="priors" Hidden="true" />
|
|
<Field Name="probabilities" Hidden="true" />
|
|
<Field Name="symbols" Hidden="true" />
|
|
</Members>
|
|
<Compartments>
|
|
<Compartment Name="Fields" Collapsed="true" />
|
|
</Compartments>
|
|
<TypeIdentifier>
|
|
<HashCode>AEAAgMABAIAAAAiAABEAAAAQAACAAAgAgAAIAAAAAAA=</HashCode>
|
|
<FileName>Bayes\NaiveBayes.cs</FileName>
|
|
</TypeIdentifier>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.Bayes.NaiveBayes<TDistribution>">
|
|
<Position X="20.25" Y="8.5" Width="2.25" />
|
|
<Members>
|
|
<Field Name="classCount" Hidden="true" />
|
|
<Method Name="initialize" Hidden="true" />
|
|
<Field Name="inputCount" Hidden="true" />
|
|
<Method Name="logLikelihood" Hidden="true" />
|
|
<Field Name="priors" Hidden="true" />
|
|
<Field Name="probabilities" Hidden="true" />
|
|
</Members>
|
|
<Compartments>
|
|
<Compartment Name="Fields" Collapsed="true" />
|
|
</Compartments>
|
|
<TypeIdentifier>
|
|
<HashCode>AEAAAIABAAAAEQiAABEAAAAQAACAAAgAgAAIAAAAAAA=</HashCode>
|
|
<FileName>Bayes\NaiveBayes`1.cs</FileName>
|
|
</TypeIdentifier>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.CrossValidation<TModel>">
|
|
<Position X="8" Y="1" Width="2.5" />
|
|
<Members>
|
|
<Field Name="fitting" Hidden="true" />
|
|
<Field Name="folds" Hidden="true" />
|
|
<Field Name="indices" Hidden="true" />
|
|
<Field Name="parallel" Hidden="true" />
|
|
<Field Name="samples" Hidden="true" />
|
|
</Members>
|
|
<Compartments>
|
|
<Compartment Name="Private" Collapsed="true" />
|
|
<Compartment Name="Fields" Collapsed="true" />
|
|
</Compartments>
|
|
<TypeIdentifier>
|
|
<HashCode>AGIAUAAAAEAAAAAAAAAAAAAAACAAAACgIAAAAIICABA=</HashCode>
|
|
<FileName>Performance\CrossValidation\CrossValidation`1.cs</FileName>
|
|
</TypeIdentifier>
|
|
<ShowAsAssociation>
|
|
<Property Name="Fitting" />
|
|
</ShowAsAssociation>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.CrossValidation">
|
|
<Position X="8" Y="4.75" Width="2.5" />
|
|
<TypeIdentifier>
|
|
<HashCode>AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQA=</HashCode>
|
|
<FileName>Performance\CrossValidation\CrossValidation.cs</FileName>
|
|
</TypeIdentifier>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.CrossValidationValues<TModel>">
|
|
<Position X="4.75" Y="1" Width="2.75" />
|
|
<TypeIdentifier>
|
|
<HashCode>AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAA=</HashCode>
|
|
<FileName>Performance\CrossValidation\CrossValidationValues.cs</FileName>
|
|
</TypeIdentifier>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.CrossValidationResult<TModel>">
|
|
<Position X="11.75" Y="3.25" Width="2.5" />
|
|
<TypeIdentifier>
|
|
<HashCode>AAAAgIAAAAAgAAAAACAAAAAAEAAAAAAAgAgAAAAAAAA=</HashCode>
|
|
<FileName>Performance\CrossValidation\CrossValidationResult`1.cs</FileName>
|
|
</TypeIdentifier>
|
|
<ShowAsAssociation>
|
|
<Property Name="Training" />
|
|
<Property Name="Validation" />
|
|
</ShowAsAssociation>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.CrossValidationStatistics">
|
|
<Position X="15.5" Y="2.5" Width="2.75" />
|
|
<TypeIdentifier>
|
|
<HashCode>AAAAAAAAAAAgAAQAAAAAAAAABAAAAgEEgAAgAAAAAAA=</HashCode>
|
|
<FileName>Performance\CrossValidation\CrossValidationStatistics.cs</FileName>
|
|
</TypeIdentifier>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.EarlyStopping<TModel>">
|
|
<Position X="10.25" Y="8.5" Width="2" />
|
|
<Members>
|
|
<Method Name="cloneValue" Hidden="true" />
|
|
</Members>
|
|
<TypeIdentifier>
|
|
<HashCode>AEAAAAAAAYACAAgAAgAAAAAAAAAAEQAAAAACAAAAAAA=</HashCode>
|
|
<FileName>EarlyStopping.cs</FileName>
|
|
</TypeIdentifier>
|
|
<ShowAsAssociation>
|
|
<Property Name="Mode" />
|
|
</ShowAsAssociation>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.Bootstrap">
|
|
<Position X="22.25" Y="0.75" Width="2" />
|
|
<Members>
|
|
<Field Name="fitting" Hidden="true" />
|
|
<Field Name="parallel" Hidden="true" />
|
|
<Field Name="samples" Hidden="true" />
|
|
<Field Name="subsampleIndices" Hidden="true" />
|
|
</Members>
|
|
<TypeIdentifier>
|
|
<HashCode>AGIIAAAAAAAAAIAAAAAAAAAAACAABACgIAAAAAMCAAA=</HashCode>
|
|
<FileName>Performance\Bootstrap\Bootstrap.cs</FileName>
|
|
</TypeIdentifier>
|
|
<ShowAsAssociation>
|
|
<Property Name="Fitting" />
|
|
</ShowAsAssociation>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.BootstrapResult">
|
|
<Position X="19.5" Y="2.75" Width="1.75" />
|
|
<TypeIdentifier>
|
|
<HashCode>AAAAgIAAAAAAAAgAACAAAAAAEAAAAAAAgAAAAAAAAAA=</HashCode>
|
|
<FileName>Performance\Bootstrap\BootstrapResult.cs</FileName>
|
|
</TypeIdentifier>
|
|
<ShowAsAssociation>
|
|
<Property Name="Validation" />
|
|
</ShowAsAssociation>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.BootstrapValues">
|
|
<Position X="22" Y="4" Width="2.5" />
|
|
<TypeIdentifier>
|
|
<HashCode>IAAAAAAAAAAgABAgAAAAAAAAAEAAAAAAAAAAAAAAAAA=</HashCode>
|
|
<FileName>Performance\Bootstrap\BootstrapValues.cs</FileName>
|
|
</TypeIdentifier>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.CrossValidationValues">
|
|
<Position X="4.75" Y="4.5" Width="2.75" />
|
|
<TypeIdentifier>
|
|
<HashCode>IAAAAAAAAAAgABAgAAAAAAAAAEAAAEAAAAAAAAAAAAA=</HashCode>
|
|
<FileName>Performance\CrossValidation\CrossValidationValues.cs</FileName>
|
|
</TypeIdentifier>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.SplitSetResult<TModel>">
|
|
<Position X="33" Y="2.75" Width="2" />
|
|
<TypeIdentifier>
|
|
<HashCode>AAAAAAAAAAAgAAAAACAAAAAAEAAAAAAAgAAAAAAAAAA=</HashCode>
|
|
<FileName>Performance\SplitSet\SplitSetResult`1.cs</FileName>
|
|
</TypeIdentifier>
|
|
<ShowAsAssociation>
|
|
<Property Name="Settings" />
|
|
</ShowAsAssociation>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.SplitSetStatistics<TModel>">
|
|
<Position X="26.75" Y="0.75" Width="2.25" />
|
|
<TypeIdentifier>
|
|
<HashCode>AAAAAAAAAAAggAAAAAAAAAAABAAAAAAAgAggAAAAAAA=</HashCode>
|
|
<FileName>Performance\SplitSet\SplitSetStatistics`1.cs</FileName>
|
|
</TypeIdentifier>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.SplitSetStatistics">
|
|
<Position X="27" Y="3.75" Width="1.75" />
|
|
<TypeIdentifier>
|
|
<HashCode>AAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAA=</HashCode>
|
|
<FileName>Performance\SplitSet\SplitSetStatistics`1.cs</FileName>
|
|
</TypeIdentifier>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.SplitSetValidation<TModel>">
|
|
<Position X="29.25" Y="1" Width="2.5" />
|
|
<Members>
|
|
<Field Name="estimation" Hidden="true" />
|
|
<Field Name="fitting" Hidden="true" />
|
|
</Members>
|
|
<TypeIdentifier>
|
|
<HashCode>AEIAgAAAAEAgAAAAACAAAAAAAAAAEEAAAAAAAAAiAAA=</HashCode>
|
|
<FileName>Performance\SplitSet\SplitSetValidation`1.cs</FileName>
|
|
</TypeIdentifier>
|
|
<ShowAsAssociation>
|
|
<Property Name="Fitting" />
|
|
<Property Name="Evaluation" />
|
|
</ShowAsAssociation>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.BagOfWords">
|
|
<Position X="32.75" Y="6.75" Width="2.25" />
|
|
<Members>
|
|
<Field Name="codeToString" Hidden="true" />
|
|
<Field Name="stringToCode" Hidden="true" />
|
|
</Members>
|
|
<TypeIdentifier>
|
|
<HashCode>AEAAQAAAAAAAAQAAACEAgBAAABAAAAAAACAAAAABEAA=</HashCode>
|
|
<FileName>BagOfWords.cs</FileName>
|
|
</TypeIdentifier>
|
|
<Lollipop Position="0.2" />
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.GridSearchParameterCollection">
|
|
<Position X="5" Y="13" Width="3.25" />
|
|
<TypeIdentifier>
|
|
<HashCode>AAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAA=</HashCode>
|
|
<FileName>GridSearchParameter.cs</FileName>
|
|
</TypeIdentifier>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.GridSearchRangeCollection">
|
|
<Position X="1.75" Y="12.75" Width="2.5" />
|
|
<TypeIdentifier>
|
|
<HashCode>AAIAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAA=</HashCode>
|
|
<FileName>GridSearchRange.cs</FileName>
|
|
</TypeIdentifier>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.KNearestNeighbors<T>">
|
|
<Position X="25" Y="8.25" Width="2.5" />
|
|
<Members>
|
|
<Method Name="checkArgs" Hidden="true" />
|
|
<Field Name="classCount" Hidden="true" />
|
|
<Field Name="distance" Hidden="true" />
|
|
<Field Name="distances" Hidden="true" />
|
|
<Method Name="initialize" Hidden="true" />
|
|
<Field Name="inputs" Hidden="true" />
|
|
<Field Name="k" Hidden="true" />
|
|
<Field Name="outputs" Hidden="true" />
|
|
</Members>
|
|
<TypeIdentifier>
|
|
<HashCode>BEAAAAAAAAAAAAAAAAEAABAAEECAABBAgAAAAIQAAAA=</HashCode>
|
|
<FileName>KNearestNeighbors`1.cs</FileName>
|
|
</TypeIdentifier>
|
|
<ShowAsAssociation>
|
|
<Property Name="Distance" />
|
|
</ShowAsAssociation>
|
|
</Class>
|
|
<Class Name="Accord.MachineLearning.KNearestNeighbors">
|
|
<Position X="25" Y="11" Width="2.5" />
|
|
<TypeIdentifier>
|
|
<HashCode>AEAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAA=</HashCode>
|
|
<FileName>KNearestNeighbors.cs</FileName>
|
|
</TypeIdentifier>
|
|
</Class>
|
|
<Struct Name="Accord.MachineLearning.GridSearchParameter">
|
|
<Position X="5.75" Y="10.5" Width="1.75" />
|
|
<Members>
|
|
<Field Name="name" Hidden="true" />
|
|
<Method Name="operator !=" Hidden="true" />
|
|
<Method Name="operator ==" Hidden="true" />
|
|
<Field Name="value" Hidden="true" />
|
|
</Members>
|
|
<Compartments>
|
|
<Compartment Name="Private" Collapsed="true" />
|
|
<Compartment Name="Fields" Collapsed="true" />
|
|
</Compartments>
|
|
<TypeIdentifier>
|
|
<HashCode>AAAAAAAAAAAAAAAAgAAAAAQAAAAEAKAAAAAgAAAAAiA=</HashCode>
|
|
<FileName>GridSearchParameter.cs</FileName>
|
|
</TypeIdentifier>
|
|
</Struct>
|
|
<Enum Name="Accord.MachineLearning.ModelStorageMode">
|
|
<Position X="13.25" Y="9.5" Width="1.75" />
|
|
<TypeIdentifier>
|
|
<HashCode>AAAAAAAAAAAEAAAAAAAACAAAAAAAIAAAAAAAAAAAAAA=</HashCode>
|
|
<FileName>EarlyStopping.cs</FileName>
|
|
</TypeIdentifier>
|
|
</Enum>
|
|
<Delegate Name="Accord.MachineLearning.GridSearchFittingFunction<TModel>">
|
|
<Position X="1.5" Y="11" Width="3" />
|
|
<TypeIdentifier>
|
|
<HashCode>AAAAAAAAAAAAAAAAAAAAAABAAAAAAAgAAAAAAAAAAAA=</HashCode>
|
|
<FileName>GridSearch.cs</FileName>
|
|
</TypeIdentifier>
|
|
</Delegate>
|
|
<Delegate Name="Accord.MachineLearning.CrossValidationFittingFunction<TModel>">
|
|
<Position X="11.5" Y="1" Width="3" />
|
|
<TypeIdentifier>
|
|
<HashCode>AAAAAAAAAAAAAAAAAAAAAAAAAAAEYAAAAAAAAAAAAAA=</HashCode>
|
|
<FileName>Performance\CrossValidation\CrossValidation`1.cs</FileName>
|
|
</TypeIdentifier>
|
|
</Delegate>
|
|
<Delegate Name="Accord.MachineLearning.BootstrapFittingFunction">
|
|
<Position X="19.25" Y="1" Width="2" />
|
|
<TypeIdentifier>
|
|
<HashCode>AAAAAAAAAAAAAAAAAAAAAAAAAAAAMAAAAAAAAAAAAAA=</HashCode>
|
|
<FileName>Performance\Bootstrap\Bootstrap.cs</FileName>
|
|
</TypeIdentifier>
|
|
</Delegate>
|
|
<Delegate Name="Accord.MachineLearning.SplitValidationFittingFunction<TModel>">
|
|
<Position X="33" Y="0.5" Width="3" />
|
|
<TypeIdentifier>
|
|
<HashCode>AAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAA=</HashCode>
|
|
<FileName>Performance\SplitSet\SplitSetValidation`1.cs</FileName>
|
|
</TypeIdentifier>
|
|
</Delegate>
|
|
<Delegate Name="Accord.MachineLearning.SplitValidationEvaluateFunction<TModel>">
|
|
<Position X="33" Y="1.5" Width="3" />
|
|
<TypeIdentifier>
|
|
<HashCode>AAAAAAAAAAAAAAAAAAAAAAAQAAAAEAAAAAAAAAAAAAA=</HashCode>
|
|
<FileName>Performance\SplitSet\SplitSetValidation`1.cs</FileName>
|
|
</TypeIdentifier>
|
|
</Delegate>
|
|
<Delegate Name="System.Func<T1, T2, TResult>">
|
|
<Position X="28.75" Y="8.75" Width="1.5" />
|
|
<TypeIdentifier />
|
|
</Delegate>
|
|
<Font Name="Segoe UI" Size="9" />
|
|
</ClassDiagram> |