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| <div id="projectname">MADlib |
|  <span id="projectnumber">0.6</span> <span style="font-size:10pt; font-style:italic"><a href="../latest/./files.html"> A newer version is available</a></span> |
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| <div class="textblock">Here is a list of all documented files with brief descriptions:</div><table> |
| <tr><td class="indexkey"><a class="el" href="array__ops_8sql__in.html">array_ops.sql_in</a> <a href="array__ops_8sql__in_source.html">[code]</a></td><td class="indexvalue">Implementation of array operations in SQL </td></tr> |
| <tr><td class="indexkey"><a class="el" href="assoc__rules_8sql__in.html">assoc_rules.sql_in</a> <a href="assoc__rules_8sql__in_source.html">[code]</a></td><td class="indexvalue">The <a class="el" href="assoc__rules_8sql__in.html#a68a256d98b82ac15bac7df92e806f6f8">assoc_rules</a> function computes association rules for a given set of data. The data is assumed to have two dimensions; items (between which we are trying to discover associations), and a transaction id. This tranaction id groups the items by event and could also be a user id, date, etc. depending on the context of the data. This function assumes the data is stored in two columns with one transaction id and one item per row </td></tr> |
| <tr><td class="indexkey"><a class="el" href="bayes_8sql__in.html">bayes.sql_in</a> <a href="bayes_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL functions for naive Bayes </td></tr> |
| <tr><td class="indexkey"><a class="el" href="c45_8sql__in.html">c45.sql_in</a> <a href="c45_8sql__in_source.html">[code]</a></td><td class="indexvalue">C4.5 APIs and main controller written in PL/PGSQL </td></tr> |
| <tr><td class="indexkey"><a class="el" href="compatibility_8sql__in.html">compatibility.sql_in</a> <a href="compatibility_8sql__in_source.html">[code]</a></td><td class="indexvalue">Compatibility SQL functions </td></tr> |
| <tr><td class="indexkey"><a class="el" href="conjugate__gradient_8sql__in.html">conjugate_gradient.sql_in</a> <a href="conjugate__gradient_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL function computing Conjugate Gradient </td></tr> |
| <tr><td class="indexkey"><a class="el" href="cox__prop__hazards_8sql__in.html">cox_prop_hazards.sql_in</a> <a href="cox__prop__hazards_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL functions for cox proportional hazards </td></tr> |
| <tr><td class="indexkey"><a class="el" href="crf_8sql__in.html">crf.sql_in</a> <a href="crf_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL functions for conditional random field </td></tr> |
| <tr><td class="indexkey"><a class="el" href="crf__data__loader_8sql__in.html">crf_data_loader.sql_in</a> <a href="crf__data__loader_8sql__in_source.html">[code]</a></td><td class="indexvalue">Create database tables and import POS/NER training/testing data to the database </td></tr> |
| <tr><td class="indexkey"><a class="el" href="crf__feature__gen_8sql__in.html">crf_feature_gen.sql_in</a> <a href="crf__feature__gen_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL function for POS/NER feature extraction </td></tr> |
| <tr><td class="indexkey"><a class="el" href="cross__validation_8sql__in.html">cross_validation.sql_in</a> <a href="cross__validation_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL functions for cross validation </td></tr> |
| <tr><td class="indexkey"><a class="el" href="dt_8sql__in.html">dt.sql_in</a> <a href="dt_8sql__in_source.html">[code]</a></td><td class="indexvalue">Common functions written in PL/PGSQL shared by C4.5 and RF </td></tr> |
| <tr><td class="indexkey"><a class="el" href="dt__preproc_8sql__in.html">dt_preproc.sql_in</a> <a href="dt__preproc_8sql__in_source.html">[code]</a></td><td class="indexvalue">Functions used in C4.5 and random forest for data preprocessing </td></tr> |
| <tr><td class="indexkey"><a class="el" href="dt__utility_8sql__in.html">dt_utility.sql_in</a> <a href="dt__utility_8sql__in_source.html">[code]</a></td><td class="indexvalue">Utility functions widely used in C4.5 and random forest </td></tr> |
| <tr><td class="indexkey"><a class="el" href="elastic__net_8sql__in.html">elastic_net.sql_in</a> <a href="elastic__net_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL functions for elastic net regularization </td></tr> |
| <tr><td class="indexkey"><a class="el" href="hypothesis__tests_8sql__in.html">hypothesis_tests.sql_in</a> <a href="hypothesis__tests_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL functions for statistical hypothesis tests </td></tr> |
| <tr><td class="indexkey"><a class="el" href="kmeans_8sql__in.html">kmeans.sql_in</a> <a href="kmeans_8sql__in_source.html">[code]</a></td><td class="indexvalue">Set of functions for k-means clustering </td></tr> |
| <tr><td class="indexkey"><a class="el" href="lda_8sql__in.html">lda.sql_in</a> <a href="lda_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL functions for Latent Dirichlet Allocation </td></tr> |
| <tr><td class="indexkey"><a class="el" href="linalg_8sql__in.html">linalg.sql_in</a> <a href="linalg_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL functions for linear algebra </td></tr> |
| <tr><td class="indexkey"><a class="el" href="linear_8sql__in.html">linear.sql_in</a> <a href="linear_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL functions for linear regression </td></tr> |
| <tr><td class="indexkey"><a class="el" href="lmf_8sql__in.html">lmf.sql_in</a> <a href="lmf_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL functions for low-rank matrix factorization </td></tr> |
| <tr><td class="indexkey"><a class="el" href="logistic_8sql__in.html">logistic.sql_in</a> <a href="logistic_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL functions for logistic regression </td></tr> |
| <tr><td class="indexkey"><a class="el" href="multilogistic_8sql__in.html">multilogistic.sql_in</a> <a href="multilogistic_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL functions for multinomial logistic regression </td></tr> |
| <tr><td class="indexkey"><a class="el" href="online__sv_8sql__in.html">online_sv.sql_in</a> <a href="online__sv_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL functions for support vector machines </td></tr> |
| <tr><td class="indexkey"><a class="el" href="prob_8sql__in.html">prob.sql_in</a> <a href="prob_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL functions for evaluating probability functions </td></tr> |
| <tr><td class="indexkey"><a class="el" href="profile_8sql__in.html">profile.sql_in</a> <a href="profile_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL function for single-pass table profiles </td></tr> |
| <tr><td class="indexkey"><a class="el" href="quantile_8sql__in.html">quantile.sql_in</a> <a href="quantile_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL function for Quantile </td></tr> |
| <tr><td class="indexkey"><a class="el" href="rf_8sql__in.html">rf.sql_in</a> <a href="rf_8sql__in_source.html">[code]</a></td><td class="indexvalue">Random forest APIs and main control logic written in PL/PGSQL </td></tr> |
| <tr><td class="indexkey"><a class="el" href="sample_8sql__in.html">sample.sql_in</a> <a href="sample_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL functions for random sampling </td></tr> |
| <tr><td class="indexkey"><a class="el" href="sketch_8sql__in.html">sketch.sql_in</a> <a href="sketch_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL functions for sketch-based approximations of descriptive statistics </td></tr> |
| <tr><td class="indexkey"><a class="el" href="summary_8sql__in.html">summary.sql_in</a> <a href="summary_8sql__in_source.html">[code]</a></td><td class="indexvalue">Summary function for descriptive statistics </td></tr> |
| <tr><td class="indexkey"><a class="el" href="svdmf_8sql__in.html">svdmf.sql_in</a> <a href="svdmf_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL functions for SVD Matrix Factorization </td></tr> |
| <tr><td class="indexkey"><a class="el" href="svec_8sql__in.html">svec.sql_in</a> <a href="svec_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL type definitions and functions for sparse vector data type <code>svec</code> </td></tr> |
| <tr><td class="indexkey"><a class="el" href="utilities_8sql__in.html">utilities.sql_in</a> <a href="utilities_8sql__in_source.html">[code]</a></td><td class="indexvalue">SQL functions for carrying out routine tasks </td></tr> |
| <tr><td class="indexkey"><b>utils_regularization.sql_in</b> <a href="utils__regularization_8sql__in_source.html">[code]</a></td><td class="indexvalue"></td></tr> |
| <tr><td class="indexkey"><a class="el" href="viterbi_8sql__in.html">viterbi.sql_in</a> <a href="viterbi_8sql__in_source.html">[code]</a></td><td class="indexvalue">Concatenate a set of input values into arrays to feed into viterbi c function and create a human readable view of the output </td></tr> |
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