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<!doctype html public "-//w3c//dtd html 4.0 transitional//en">
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<center><b><font size=+4>Torch Reference Manual</font></b>
<br><img SRC="torche.jpeg" ALT="[Torch]" NOSAVE height=32 width=32>
<p> <a href="http://www.torch.ch">http://www.torch.ch</a>
<br><a href="mailto:collober@idiap.ch">collober@idiap.ch</a>
<br><a href="mailto:collober@iro.umontreal.ca">collober@iro.umontreal.ca</a></center>
<br>
</body>
</html>
<H1>Hierarchy of Classes</H1>
<UL>
<LI><A HREF="Object.html">Object</A><UL>
<LI><A HREF="ClassFormat.html">ClassFormat</A><UL>
<LI><A HREF="MultiClassFormat.html">MultiClassFormat</A>
<LI><A HREF="OneHotClassFormat.html">OneHotClassFormat</A>
<LI><A HREF="TwoClassFormat.html">TwoClassFormat</A></UL>
<LI><A HREF="CmdLine.html">CmdLine</A>
<LI><A HREF="DataSet.html">DataSet</A><UL>
<LI><A HREF="EuclideanDataSet.html">EuclideanDataSet</A><UL>
<LI><A HREF="SparseDataSet.html">SparseDataSet</A><UL>
<LI><A HREF="FileSparseDataSet.html">FileSparseDataSet</A></UL>
<LI><A HREF="StdDataSet.html">StdDataSet</A><UL>
<LI><A HREF="FileDataSet.html">FileDataSet</A>
<LI><A HREF="HtkFileDataSet.html">HtkFileDataSet</A></UL>
</UL>
<LI><A HREF="SeqDataSet.html">SeqDataSet</A><UL>
<LI><A HREF="HtkSeqDataSet.html">HtkSeqDataSet</A>
<LI><A HREF="MatSeqDataSet.html">MatSeqDataSet</A>
<LI><A HREF="PhonemeSeqDataSet.html">PhonemeSeqDataSet</A></UL>
</UL>
<LI><A HREF="Dictionary.html">Dictionary</A>
<LI><A HREF="EditDistance.html">EditDistance</A>
<LI><A HREF="Grammar.html">Grammar</A>
<LI><A HREF="IOHtk.html">IOHtk</A>
<LI><A HREF="IOTorch.html">IOTorch</A>
<LI><A HREF="Kernel.html">Kernel</A><UL>
<LI><A HREF="DotKernel.html">DotKernel</A>
<LI><A HREF="GaussianKernel.html">GaussianKernel</A>
<LI><A HREF="PolynomialKernel.html">PolynomialKernel</A>
<LI><A HREF="SigmoidKernel.html">SigmoidKernel</A></UL>
<LI><A HREF="Machine.html">Machine</A><UL>
<LI><A HREF="BayesClassifierMachine.html">BayesClassifierMachine</A>
<LI><A HREF="GradientMachine.html">GradientMachine</A><UL>
<LI><A HREF="ConnectedMachine.html">ConnectedMachine</A><UL>
<LI><A HREF="MLP.html">MLP</A>
<LI><A HREF="RBF.html">RBF</A></UL>
<LI><A HREF="Criterion.html">Criterion</A><UL>
<LI><A HREF="ClassLLCriterion.html">ClassLLCriterion</A>
<LI><A HREF="MseCriterion.html">MseCriterion</A>
<LI><A HREF="MultiCriterion.html">MultiCriterion</A>
<LI><A HREF="NllCriterion.html">NllCriterion</A>
<LI><A HREF="WeightedMseCriterion.html">WeightedMseCriterion</A></UL>
<LI><A HREF="Distribution.html">Distribution</A><UL>
<LI><A HREF="DiagonalGMM.html">DiagonalGMM</A><UL>
<LI><A HREF="Kmeans.html">Kmeans</A></UL>
<LI><A HREF="DistrMachine.html">DistrMachine</A>
<LI><A HREF="FixedMachineDistribution.html">FixedMachineDistribution</A>
<LI><A HREF="HMM.html">HMM</A><UL>
<LI><A HREF="SpeechHMM.html">SpeechHMM</A></UL>
<LI><A HREF="Multinomial.html">Multinomial</A>
<LI><A HREF="ParzenDistribution.html">ParzenDistribution</A>
<LI><A HREF="TableLookupDistribution.html">TableLookupDistribution</A></UL>
<LI><A HREF="Exp.html">Exp</A>
<LI><A HREF="InputsSelect.html">InputsSelect</A>
<LI><A HREF="Linear.html">Linear</A>
<LI><A HREF="LogRBF.html">LogRBF</A>
<LI><A HREF="LogSigmoid.html">LogSigmoid</A>
<LI><A HREF="LogSoftmax.html">LogSoftmax</A>
<LI><A HREF="Mixer.html">Mixer</A>
<LI><A HREF="Sigmoid.html">Sigmoid</A>
<LI><A HREF="Softmax.html">Softmax</A>
<LI><A HREF="SparseLinear.html">SparseLinear</A>
<LI><A HREF="SumMachine.html">SumMachine</A>
<LI><A HREF="Tanh.html">Tanh</A></UL>
<LI><A HREF="KNN.html">KNN</A>
<LI><A HREF="ParzenMachine.html">ParzenMachine</A>
<LI><A HREF="QCMachine.html">QCMachine</A><UL>
<LI><A HREF="SVM.html">SVM</A><UL>
<LI><A HREF="SVMClassification.html">SVMClassification</A>
<LI><A HREF="SVMRegression.html">SVMRegression</A></UL>
</UL>
<LI><A HREF="WeightedSumMachine.html">WeightedSumMachine</A></UL>
<LI><A HREF="Mat.html">Mat</A>
<LI><A HREF="Measurer.html">Measurer</A><UL>
<LI><A HREF="BoostingMeasurer.html">BoostingMeasurer</A>
<LI><A HREF="ClassMeasurer.html">ClassMeasurer</A>
<LI><A HREF="EditDistanceMeasurer.html">EditDistanceMeasurer</A>
<LI><A HREF="MseMeasurer.html">MseMeasurer</A>
<LI><A HREF="NllMeasurer.html">NllMeasurer</A>
<LI><A HREF="OutputMeasurer.html">OutputMeasurer</A>
<LI><A HREF="SaturationMeasurer.html">SaturationMeasurer</A>
<LI><A HREF="TimeMeasurer.html">TimeMeasurer</A>
<LI><A HREF="WordSegMeasurer.html">WordSegMeasurer</A></UL>
<LI><A HREF="Optimizer.html">Optimizer</A><UL>
<LI><A HREF="StochasticGradient.html">StochasticGradient</A></UL>
<LI><A HREF="Perm.html">Perm</A>
<LI><A HREF="QCCache.html">QCCache</A><UL>
<LI><A HREF="SVMCache.html">SVMCache</A><UL>
<LI><A HREF="SVMCacheClassification.html">SVMCacheClassification</A>
<LI><A HREF="SVMCacheRegression.html">SVMCacheRegression</A></UL>
</UL>
<LI><A HREF="Trainer.html">Trainer</A><UL>
<LI><A HREF="Bagging.html">Bagging</A>
<LI><A HREF="BayesClassifier.html">BayesClassifier</A>
<LI><A HREF="Boosting.html">Boosting</A>
<LI><A HREF="EMTrainer.html">EMTrainer</A><UL>
<LI><A HREF="ViterbiTrainer.html">ViterbiTrainer</A></UL>
<LI><A HREF="GMTrainer.html">GMTrainer</A>
<LI><A HREF="NPTrainer.html">NPTrainer</A>
<LI><A HREF="QCTrainer.html">QCTrainer</A></UL>
<LI><A HREF="Vec.html">Vec</A></UL>
</UL>
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<div align=right><img SRC="torche.jpeg" ALT="[Torch]" NOSAVE height=20 width=20>Torch.
The Ultimate Machine Learning Library.</div>
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