├── LICENSE ├── README.md ├── example_models ├── .DS_Store ├── darpatc │ ├── .DS_Store │ ├── cadets │ │ ├── feature.txt │ │ ├── label.txt │ │ ├── model_0 │ │ ├── model_1 │ │ ├── model_10 │ │ ├── model_11 │ │ ├── model_12 │ │ ├── model_13 │ │ ├── model_14 │ │ ├── model_15 │ │ ├── model_16 │ │ ├── model_17 │ │ ├── model_18 │ │ ├── model_19 │ │ ├── model_2 │ │ ├── model_20 │ │ ├── model_21 │ │ ├── model_3 │ │ ├── model_4 │ │ ├── model_5 │ │ ├── model_6 │ │ ├── model_7 │ │ ├── model_8 │ │ └── model_9 │ ├── fivedirections │ │ ├── feature.txt │ │ ├── label.txt │ │ ├── model_0 │ │ ├── model_1 │ │ ├── model_10 │ │ ├── model_11 │ │ ├── model_12 │ │ ├── model_13 │ │ ├── model_14 │ │ ├── model_15 │ │ ├── model_16 │ │ ├── model_17 │ │ ├── model_18 │ │ ├── model_19 │ │ ├── model_2 │ │ ├── model_3 │ │ ├── model_4 │ │ ├── model_5 │ │ ├── model_6 │ │ ├── model_7 │ │ ├── model_8 │ │ └── model_9 │ ├── theia │ │ ├── feature.txt │ │ ├── label.txt │ │ ├── model_0 │ │ ├── model_1 │ │ ├── model_2 │ │ ├── model_3 │ │ ├── model_4 │ │ ├── model_5 │ │ ├── model_6 │ │ ├── model_7 │ │ ├── model_8 │ │ └── model_9 │ └── trace │ │ ├── feature.txt │ │ ├── label.txt │ │ ├── model_0 │ │ ├── model_1 │ │ ├── model_2 │ │ ├── model_3 │ │ ├── model_4 │ │ ├── model_5 │ │ ├── model_6 │ │ ├── model_7 │ │ ├── model_8 │ │ └── model_9 ├── streamspot │ ├── 0_0 │ ├── 0_1 │ ├── 0_2 │ ├── 0_3 │ ├── 0_4 │ ├── 100_0 │ ├── 100_1 │ ├── 100_2 │ ├── 100_3 │ ├── 100_4 │ ├── 100_5 │ ├── 206_0 │ ├── 206_1 │ ├── 206_2 │ ├── 206_3 │ ├── 206_4 │ ├── 221_0 │ ├── 221_1 │ ├── 221_2 │ ├── 221_3 │ ├── 221_4 │ ├── 289_0 │ ├── 289_1 │ ├── 289_2 │ ├── 289_3 │ ├── 422_0 │ ├── 422_1 │ ├── 422_2 │ ├── 422_3 │ ├── 422_4 │ ├── 427_0 │ ├── 427_1 │ ├── 427_2 │ ├── 427_3 │ ├── 427_4 │ ├── 439_0 │ ├── 439_1 │ ├── 439_2 │ ├── 439_3 │ ├── 439_4 │ ├── 444_0 │ ├── 444_1 │ ├── 444_2 │ ├── 444_3 │ ├── 444_4 │ ├── 460_0 │ ├── 460_1 │ ├── 460_2 │ ├── 460_3 │ ├── 5_0 │ ├── 5_1 │ ├── 5_2 │ ├── 5_3 │ ├── 5_4 │ ├── 76_0 │ ├── 76_1 │ ├── 76_2 │ ├── 76_3 │ ├── 90_0 │ ├── 90_1 │ ├── 90_2 │ ├── 90_3 │ ├── 90_4 │ ├── 90_5 │ ├── feature.txt │ ├── label.txt │ ├── models_list.txt │ ├── run_attack.sh │ └── run_benign.sh └── unicornsc │ ├── 0_0 │ ├── 0_1 │ ├── 0_10 │ ├── 0_11 │ ├── 0_12 │ ├── 0_2 │ ├── 0_3 │ ├── 0_4 │ ├── 0_5 │ ├── 0_6 │ ├── 0_7 │ ├── 0_8 │ ├── 0_9 │ ├── 112_0 │ ├── 112_1 │ ├── 112_2 │ ├── 112_3 │ ├── 112_4 │ ├── 112_5 │ ├── 112_6 │ ├── 112_7 │ ├── 112_8 │ ├── 112_9 │ ├── 24_0 │ ├── 24_1 │ ├── 24_10 │ ├── 24_11 │ ├── 24_12 │ ├── 24_2 │ ├── 24_3 │ ├── 24_4 │ ├── 24_5 │ ├── 24_6 │ ├── 24_7 │ ├── 24_8 │ ├── 24_9 │ ├── 31_0 │ ├── 31_1 │ ├── 31_10 │ ├── 31_11 │ ├── 31_12 │ ├── 31_13 │ ├── 31_2 │ ├── 31_3 │ ├── 31_4 │ ├── 31_5 │ ├── 31_6 │ ├── 31_7 │ ├── 31_8 │ ├── 31_9 │ ├── 6_0 │ ├── 6_1 │ ├── 6_10 │ ├── 6_11 │ ├── 6_12 │ ├── 6_2 │ ├── 6_3 │ ├── 6_4 │ ├── 6_5 │ ├── 6_6 │ ├── 6_7 │ ├── 6_8 │ ├── 6_9 │ ├── 73_0 │ ├── 73_1 │ ├── 73_10 │ ├── 73_11 │ ├── 73_12 │ ├── 73_13 │ ├── 73_14 │ ├── 73_15 │ ├── 73_2 │ ├── 73_3 │ ├── 73_4 │ ├── 73_5 │ ├── 73_6 │ ├── 73_7 │ ├── 73_8 │ ├── 73_9 │ ├── feature.txt │ ├── label.txt │ ├── models_list.txt │ ├── run_attack.sh │ └── run_benign.sh ├── graphchi-cpp-master ├── Makefile ├── bin │ └── example_apps │ │ ├── test │ │ └── train ├── conf │ ├── adminhtml │ │ ├── backup │ │ │ └── Bootstrap, from Twitter.webarchive │ │ ├── bootstrap │ │ │ ├── css │ │ │ │ ├── bootstrap-responsive.css │ │ │ │ ├── bootstrap-responsive.min.css │ │ │ │ ├── bootstrap.css │ │ │ │ └── bootstrap.min.css │ │ │ ├── img │ │ │ │ ├── glyphicons-halflings-white.png │ │ │ │ └── glyphicons-halflings.png │ │ │ └── js │ │ │ │ ├── bootstrap-alert.js │ │ │ │ ├── bootstrap-button.js │ │ │ │ ├── bootstrap-carousel.js │ │ │ │ ├── bootstrap-collapse.js │ │ │ │ ├── bootstrap-dropdown.js │ │ │ │ ├── bootstrap-modal.js │ │ │ │ ├── bootstrap-popover.js │ │ │ │ ├── bootstrap-scrollspy.js │ │ │ │ ├── bootstrap-tab.js │ │ │ │ ├── bootstrap-tooltip.js │ │ │ │ ├── bootstrap-transition.js │ │ │ │ ├── bootstrap-typeahead.js │ │ │ │ ├── bootstrap.js │ │ │ │ ├── bootstrap.min.js │ │ │ │ └── jquery.js │ │ ├── index.html │ │ ├── index_bootstrap.html │ │ ├── plots │ │ │ └── plotter.py │ │ └── style │ │ │ ├── graphchi.css │ │ │ └── greyscale.css │ ├── doxygen │ │ └── doxygen.config │ └── graphchi.cnf ├── example_apps │ ├── demotools │ │ └── create_streaminggraph_demofiles.cpp │ ├── matrix_factorization │ │ ├── README_Eigen.txt │ │ ├── als.hpp │ │ ├── als_edgefactors.cpp │ │ ├── als_vertices_inmem.cpp │ │ ├── graphlab_gas │ │ │ ├── als_graphlab.cpp │ │ │ └── als_vertex_program.hpp │ │ └── matrixmarket │ │ │ ├── mmio.c │ │ │ └── mmio.h │ ├── test.cpp │ └── train.cpp ├── graph_data │ ├── darpatc │ │ └── empty.txt │ ├── gdata │ ├── streamspot │ │ └── empty.txt │ └── unicornsc │ │ └── empty.txt ├── graphchi_xcode │ ├── contractionresearch │ │ ├── contractionresearch.1 │ │ └── main.cpp │ └── graphchi_xcode.xcodeproj │ │ ├── akyrola.pbxuser │ │ └── project.pbxproj ├── graphlab_toolkit_ports │ └── lda │ │ ├── cgs_lda.cpp │ │ └── cgs_lda_vertexprogram.hpp ├── src │ ├── api │ │ ├── chifilenames.hpp │ │ ├── dynamicdata │ │ │ └── chivector.hpp │ │ ├── functional │ │ │ ├── functional_api.hpp │ │ │ ├── functional_bulksync.hpp │ │ │ ├── functional_defs.hpp │ │ │ └── functional_semisync.hpp │ │ ├── graph_objects.hpp │ │ ├── graphchi_context.hpp │ │ ├── graphchi_program.hpp │ │ ├── graphlab2_1_GAS_api │ │ │ ├── assertions.hpp │ │ │ ├── graphchi_graphlabv2_1.hpp │ │ │ ├── graphlab.hpp │ │ │ ├── random.cpp │ │ │ └── random.hpp │ │ ├── ischeduler.hpp │ │ └── vertex_aggregator.hpp │ ├── engine │ │ ├── auxdata │ │ │ ├── degree_data.hpp │ │ │ ├── dynamicdata │ │ │ │ └── vertex_data_dynamic.hpp │ │ │ └── vertex_data.hpp │ │ ├── bitset_scheduler.hpp │ │ ├── dynamic_graphs │ │ │ ├── edgebuffers.hpp │ │ │ └── graphchi_dynamicgraph_engine.hpp │ │ ├── functional │ │ │ └── functional_engine.hpp │ │ └── graphchi_engine.hpp │ ├── external │ │ └── vpiotr-mongoose-cpp │ │ │ ├── .hgtags │ │ │ ├── LICENSE │ │ │ ├── Makefile │ │ │ ├── bindings │ │ │ ├── csharp │ │ │ │ ├── example.cs │ │ │ │ └── mongoose.cs │ │ │ └── python │ │ │ │ ├── example.py │ │ │ │ └── mongoose.py │ │ │ ├── build │ │ │ ├── mongoose.cbp │ │ │ ├── mongoose.sln │ │ │ ├── mongoose.suo │ │ │ ├── mongoose.vcxproj │ │ │ ├── mongoose.vcxproj.filters │ │ │ ├── mongoose.vcxproj.user │ │ │ ├── mongotest.cbp │ │ │ ├── mongotest.vcxproj │ │ │ ├── mongotest.vcxproj.filters │ │ │ └── mongotest.vcxproj.user │ │ │ ├── examples │ │ │ ├── Makefile │ │ │ ├── chat.c │ │ │ ├── html │ │ │ │ ├── favicon.ico │ │ │ │ ├── index.html │ │ │ │ ├── jquery.js │ │ │ │ ├── login.html │ │ │ │ ├── logo.png │ │ │ │ ├── main.js │ │ │ │ └── style.css │ │ │ └── ssl_cert.pem │ │ │ ├── main.c │ │ │ ├── mongcpp.cpp │ │ │ ├── mongcpp.h │ │ │ ├── mongoose.1 │ │ │ ├── mongoose.c │ │ │ ├── mongoose.h │ │ │ ├── readme_cpp.txt │ │ │ ├── test │ │ │ ├── .leading.dot.txt │ │ │ ├── bad.cgi │ │ │ ├── embed.c │ │ │ ├── env.cgi │ │ │ ├── exploit.pl │ │ │ ├── hello.cgi │ │ │ ├── hello.txt │ │ │ ├── mongotest.cpp │ │ │ ├── passfile │ │ │ ├── sh.cgi │ │ │ ├── ssi1.shtml │ │ │ ├── ssi2.shtml │ │ │ ├── ssi3.shtml │ │ │ ├── ssi4.shtml │ │ │ ├── ssi5.shtml │ │ │ ├── ssi6.shtml │ │ │ ├── ssi7.shtml │ │ │ ├── ssi8.shtml │ │ │ ├── ssi9.shtml │ │ │ ├── test.pl │ │ │ ├── test_all_build_flags.pl │ │ │ └── timeout.cgi │ │ │ └── win32 │ │ │ ├── dll.def │ │ │ ├── res.rc │ │ │ ├── ssl_cert.pem │ │ │ └── systray.ico │ ├── graphchi_basic_includes.hpp │ ├── graphchi_types.hpp │ ├── httpadmin │ │ ├── chi_httpadmin.hpp │ │ └── plotter.hpp │ ├── io │ │ └── stripedio.hpp │ ├── logger │ │ └── logger.hpp │ ├── metrics │ │ ├── imetrics_reporter.hpp │ │ ├── metrics.hpp │ │ └── reps │ │ │ ├── basic_reporter.hpp │ │ │ ├── file_reporter.hpp │ │ │ ├── html_reporter.hpp │ │ │ └── null_reporter.hpp │ ├── output │ │ └── output.hpp │ ├── preprocessing │ │ ├── blocksplitter.cpp │ │ ├── conversions.hpp │ │ ├── sharder.hpp │ │ ├── sharder_basic.cpp │ │ └── util │ │ │ └── orderbydegree.hpp │ ├── shards │ │ ├── dynamicdata │ │ │ ├── dynamicblock.hpp │ │ │ ├── memoryshard.hpp │ │ │ └── slidingshard.hpp │ │ ├── memoryshard.hpp │ │ └── slidingshard.hpp │ ├── tests │ │ ├── basic_dynamicengine_smoketest.cpp │ │ ├── basic_dynamicengine_smoketest2.cpp │ │ ├── basic_smoketest.cpp │ │ ├── bulksync_functional_test.cpp │ │ ├── dynamicdata_smoketest.cpp │ │ └── test_dynamicedata_loader.cpp │ └── util │ │ ├── atomic.hpp │ │ ├── binary_minheap.hpp │ │ ├── cmdopts.hpp │ │ ├── configfile.hpp │ │ ├── dense_bitset.hpp │ │ ├── erdosrenyi.cpp │ │ ├── graphgenerators.cpp │ │ ├── graphgenerators.h │ │ ├── ioutil.hpp │ │ ├── kwaymerge.hpp │ │ ├── labelanalysis.hpp │ │ ├── merge.hpp │ │ ├── pthread_tools.hpp │ │ ├── qsort.hpp │ │ ├── radixSort.hpp │ │ ├── randomweightinject.cpp │ │ ├── readdeg.cpp │ │ ├── synchronized_queue.hpp │ │ └── toplist.hpp └── toolkits │ ├── classification │ ├── Makefile │ ├── Makefile.debug │ ├── adpredictor.cpp │ └── cdf.hpp │ ├── collaborative_filtering │ ├── Makefile │ ├── Makefile.debug │ ├── als.cpp │ ├── als_coord.cpp │ ├── als_tensor.cpp │ ├── baseline.cpp │ ├── biassgd.cpp │ ├── biassgd2.cpp │ ├── climf.cpp │ ├── climf.hpp │ ├── climf_script │ │ └── prepare_epinions.py │ ├── common.hpp │ ├── cosamp.hpp │ ├── distance.hpp │ ├── eigen_wrapper.hpp │ ├── gensgd │ ├── gensgd.cpp │ ├── getline.hpp │ ├── implicit.hpp │ ├── io.hpp │ ├── itemcf.cpp │ ├── itemcf2.cpp │ ├── itemcf3.cpp │ ├── itemsim2rating.cpp │ ├── itemsim2rating2.cpp │ ├── libfm.cpp │ ├── math.hpp │ ├── metric_eval.cpp │ ├── metrics.hpp │ ├── mrr_engine.hpp │ ├── nmf.cpp │ ├── parser.hpp │ ├── pmf.cpp │ ├── printouts.hpp │ ├── prob.hpp │ ├── rating.cpp │ ├── rating2.cpp │ ├── rbm.cpp │ ├── rmse.hpp │ ├── rmse_engine.hpp │ ├── rmse_engine4.hpp │ ├── runtests.sh │ ├── sgd.cpp │ ├── sparse_als.cpp │ ├── sparse_gensgd.cpp │ ├── sparse_gensgd2.cpp │ ├── svd.cpp │ ├── svd_onesided.cpp │ ├── svdpp.cpp │ ├── test_als │ ├── test_alse │ ├── test_eigen.sh │ ├── test_wals │ ├── test_walse │ ├── timer.hpp │ ├── timesvdpp.cpp │ ├── topk.sh │ ├── types.hpp │ ├── unittest │ │ ├── itemcf.unittest.graph │ │ ├── itemcf.unittest.graph-topk-correct │ │ ├── itemcf3.unittest.correct │ │ ├── itemcf3.unittest.graph │ │ ├── itemsim2rating.unittest │ │ ├── itemsim2rating.unittest.graph │ │ ├── itemsim2rating.unittest.similarity │ │ ├── metric_eval.unittest2 │ │ ├── metric_eval.unittest3 │ │ ├── metric_eval.unittest4 │ │ ├── topk.unittest │ │ └── topk.unittest.ids.correct │ ├── util.hpp │ └── wals.cpp │ ├── graph_analytics │ ├── Makefile │ ├── bond_percolation.cpp │ ├── connectedcomponents.cpp │ ├── inmemconncomps.cpp │ ├── kcores.cpp │ ├── label_analysis.hpp │ ├── label_propagation.cpp │ └── subgraph.cpp │ ├── parsers │ ├── Makefile │ ├── adj.cpp │ ├── aggregator.cpp │ ├── cdr.cpp │ ├── common.hpp │ ├── consecutive_longs.cpp │ ├── consecutive_matrix_market.cpp │ ├── count.cpp │ ├── ips2ids.cpp │ ├── mi.cpp │ ├── nbayes.cpp │ ├── texttokens.cpp │ ├── topk.cpp │ └── twitter.cpp │ ├── text_analysis │ ├── 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