updated front page

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Davis King 2012-11-12 09:45:40 -05:00
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<a href="optimization.html#solve_qp4_using_smo">solvers</a></preserve_space> </li>
<li>Combinatorial optimization tools for solving
<a href="optimization.html#max_cost_assignment">optimal assignment</a> and
<a href="optimization.html#min_cut">min cut/max flow</a> problems.</li>
<a href="optimization.html#min_cut">min cut/max flow</a> problems as well as
the <a href="optimization.html#find_max_parse_cky">CKY algorithm</a> for finding the most probable parse tree</li>
<li>A <a href="algorithms.html#bigint">big integer</a> object</li>
<li>A <a href="algorithms.html#rand">random number</a> object</li>
</ul>
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<li>Structural SVM tools for <a href="ml.html#structural_graph_labeling_trainer">labeling nodes</a> in graphs </li>
<li>An online <a href="ml.html#krls">kernel RLS regression</a> algorithm</li>
<li>An online <a href="ml.html#svm_pegasos">SVM classification</a> algorithm</li>
<li>An online kernelized <a href="ml.html#kcentroid">centroid estimator</a>/novelty detector</li> and
offline support vector <a href="ml.html#svm_one_class_trainer">one-class classification</a>
<li>Clustering algorithms: <a href="ml.html#find_clusters_using_kmeans">linear</a>
<li>An online kernelized <a href="ml.html#kcentroid">centroid estimator</a>/novelty detector and
offline support vector <a href="ml.html#svm_one_class_trainer">one-class classification</a></li>
<li>Clustering algorithms: <a href="ml.html#find_clusters_using_kmeans">linear</a>
or <a href="ml.html#kkmeans">kernel k-means</a>,
<a href="ml.html#chinese_whispers">Chinese Whispers</a>, and
<a href="ml.html#newman_cluster">Newman clustering</a>. </li>