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<html><head><title>Generated Documentation</title></head><body> <image src="headerimage.png"> <br><br><table><tr><td><big><big><big style="font-family: arial;"><b>GManifoldSculpting</b></big></big></big><br><br></td><td> Manifold Sculpting</td></tr></table><br><br><big><big><i>Statics (public)</i></big></big><br><div style="margin-left: 40px;"><a href="type_GArffData.html">GArffData</a>* <big><b>DoManifoldSculpting</b></big>(PreProcessType* ePreProcess, <a href="type_GArffRelation.html">GArffRelation</a>* pRelation, <a href="type_GArffData.html">GArffData</a>* pData, int nTargetDimensions, int nNeighbors, int nPreludeIterations, int nIterationsSinceBest)<br><div style="margin-left: 80px;"><font color=brown> This is an all-in-one function for using ManifoldSculpting. It constructs a "ManifoldSculpting" object for the number of data points in "pData". Then it calls "SetData" to set all the data points in the collection and "SquishBegin" to initialize the manifold learner. Next it performs the pre-processing step with the specified dimensionality reduction algorithm and re-sets the data. Now it's ready to begin the squishing iterations. It calls "SquishPass" "nPreludeIterations" times, then it continues calling "SquishPass" until the error hasn't improved for "nIterationsSinceBest" iterations. It will return a new data collection in which all of the input data will be found in the first "nTargetDimensions" input dimensions. The remaining input dimensions will contain all zeros. Any output data is just copied straight over.</font></div><br></div><br><big><big><i>Constructors (public)</i></big></big><br><div style="margin-left: 40px;"><big><b>GManifoldSculpting</b></big>(int nDataPoints, int nDimensions, int nNeighbors)<br></div><br><big><big><i>Destructors</i></big></big><br><div style="margin-left: 40px;"><big><b>~GManifoldSculpting</b></big>()<br></div><br><big><big><i>Public</i></big></big><br><div style="margin-left: 40px;">int <big><b>DataPointSortCompare</b></big>(unsigned char* pA, unsigned char* pB)<br><div style="margin-left: 80px;"><font color=brown> for internal use only</font></div><br>double <big><b>GetDataPoint</b></big>(int* n)<br><div style="margin-left: 80px;"><font color=brown> Get a single (multi-dimensional) data point</font></div><br>int <big><b>GetDataPointCount</b></big>()<br><div style="margin-left: 80px;"><font color=brown> Returns the number of data points</font></div><br>void <big><b>SetData</b></big>(<a href="type_GArffRelation.html">GArffRelation</a>* pRelation, <a href="type_GArffData.html">GArffData</a>* pData)<br><div style="margin-left: 80px;"><font color=brown> Sets the data points from a collection</font></div><br>void <big><b>SetDataPoint</b></big>(int n, double* pValues, bool bAdjustable)<br><div style="margin-left: 80px;"><font color=brown> Set a single data point. For unsupervised manifold learning, bAdjustable should always be true. For partially-supervised manifold learning, bAdjustable should only be false if this is one of the supervised (fixed) points.</font></div><br>void <big><b>SetSmoothingAdvantage</b></big>(int n)<br><div style="margin-left: 80px;"><font color=brown> todo: figure out how to explain what this is</font></div><br>void <big><b>SetSquishingRate</b></big>(double d)<br><div style="margin-left: 80px;"><font color=brown> Set the rate of squishing. (.99 is a good value)</font></div><br>void <big><b>SquishBegin</b></big>(int nTargetDimensions)<br><div style="margin-left: 80px;"><font color=brown> This method initializes the squisher in preparation for iterative squishing</font></div><br>double <big><b>SquishPass</b></big>(int nSeedDataPoint)<br><div style="margin-left: 80px;"><font color=brown> Perform one iteration of squishing</font></div><br></div><br><big><big><i>Protected</i></big></big><br><div style="margin-left: 40px;">int <big><b>AjustDataPoint</b></big>(unsigned char* pDataPoint, int nTargetDimensions, double* pError)<br>double <big><b>CalculateDataPointError</b></big>(unsigned char* pDataPoint)<br>double <big><b>CalculateDistance</b></big>(unsigned char* pA, unsigned char* pB)<br>void <big><b>CalculateMetadata</b></big>(int* nTargetDimensions)<br>double <big><b>CalculateVectorCorrelation</b></big>(unsigned char* pA, unsigned char* pVertex, unsigned char* pB)<br>GManifoldSculptingMetaData* <big><b>GetMetaData</b></big>(int* n)<br></div><br></body></html>?? 快捷鍵說明
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