├── References.bib ├── apunte.aux ├── apunte.bbl ├── apunte.log ├── apunte.pdf ├── apunte.synctex.gz ├── apunte.tex ├── apunte.toc ├── figures ├── 2dmanifold-fig.png ├── Minkowski-Distances.png ├── TSP1.png ├── and-fig-1.png ├── and-fig-2.png ├── apriori-fig-1.png ├── ascombe-fig-1.png ├── ascombe-fig-2.png ├── averaging-fig-1.png ├── balls-fig-1.png ├── ballsbins-fig-1.png ├── ballsbins-fig-2.png ├── banko-brill-fig.png ├── bayes-fig-1.png ├── benford-enron-fig.png ├── benford-fig.png ├── beta-fig-1.png ├── beta-fig-2.png ├── betti.png ├── bias-variance-fig-1.png ├── bias-variance-fig-2.png ├── bias-variance-fig-3.png ├── bias-variance-fig-4.png ├── bitmarking.png ├── bloom-fig-1.png ├── boxplot-fig-1.png ├── bubble-fig-1.png ├── cech-fig-1.png ├── chain.png ├── chd1.png ├── choropleth-fig-1.png ├── clasi-iris-fig-1.png ├── classifiers.png ├── clustering-fig-1.png ├── comp-fig-1.png ├── comp-fig-2.png ├── comp-fig-3.png ├── comp-fig-4.png ├── comp-fig-5.png ├── comp-fig-6.png ├── compresion-aritmetica-fig-1.png ├── consistent.png ├── countmin-fig-1.png ├── countmin-fig-2.png ├── cuckoo-fig-2.png ├── cuckoo-fig.png ├── cure-fig-1.png ├── cure-fig-2.png ├── data-science-fig.png ├── davis-meyer-fig.png ├── dbscan-fig-.png ├── dbscan-fig-1.png ├── dbscan-fig-2.png ├── dbscan-fig-3.png ├── dbscan-fig-4.png ├── dbscan-fig-5.png ├── demoivre-fig.png ├── demoivre-fig2.png ├── dicc1.png ├── dicc2.png ├── dim_example.jpg ├── dimcurse-fig-1.png ├── distancias-fig.png ├── dtree1.png ├── ef-fig-1.png ├── ef-fig-2.png ├── eigen-fig-1.png ├── eigen-fig-2.png ├── eigen-fig-3.png ├── eigen-fig-4.png ├── eigen-fig-5.png ├── eigen-fig-6.png ├── eigen-fig-7.png ├── entropias-fig.png ├── entropy-fig-1.png ├── entropy-fig-2.png ├── fks-fig-1.png ├── fm-fig-1.png ├── gamma-fig-1.png ├── geodesic-fig.png ├── google-fig.png ├── graph-distance-fig.png ├── graph_entropy.png ├── hadoopeco.png ├── hashing-perfecto-fig-1.png ├── hashing-perfecto-fig-2.png ├── hashingtrick-fig-1.png ├── hclus-fig-1.png ├── hclus-fig-2.png ├── hclus-fig-3.png ├── hclus-fig-4.png ├── hdbscan-fig-1.png ├── hdbscan-fig-10.png ├── hdbscan-fig-2.png ├── hdbscan-fig-3.png ├── hdbscan-fig-4.png ├── hdbscan-fig-5.png ├── hdbscan-fig-6.png ├── hdbscan-fig-7.png ├── hdbscan-fig-8.png ├── hdbscan-fig-9.png ├── hdfs-fig-1.png ├── hits-fig-1.png ├── hits-fig-2.png ├── hits-fig-3.png ├── hits-fig-4.png ├── hopscotch-fig.png ├── huffman-fig-1.png ├── huffman-fig-2.png ├── huffman-fig-3.png ├── idf-fig-1.png ├── infomap0.png ├── infomap1.png ├── infomap3.png ├── infomap4.png ├── infomap5.png ├── infomap6.png ├── informap5.png ├── invertedmulti.png ├── iris-fig-1.png ├── iris-pc-fig-1.png ├── isomap-fig-1.png ├── join-fig-1.png ├── kdtree-fig-2.png ├── kdtree-fig.png ├── kernel-fig-.png ├── kernel-fig-1.png ├── kernel-fig-2.png ├── kernel-fig-3.png ├── kernel-fig-4.png ├── kernel-fig-5.png ├── kernel-fig-6.png ├── kernel-fig-7.png ├── kernel-fig-8.png ├── klsh-fig-1.png ├── klsh-fig-2.png ├── klsh.png ├── kmeans-fig-1.png ├── kmeans-fig-10.png ├── kmeans-fig-11.png ├── kmeans-fig-12.png ├── kmeans-fig-13.png ├── kmeans-fig-14.png ├── kmeans-fig-15.png ├── kmeans-fig-16.png ├── kmeans-fig-17.png ├── kmeans-fig-18.png ├── kmeans-fig-2.png ├── kmeans-fig-3.png ├── kmeans-fig-4.png ├── kmeans-fig-5.png ├── kmeans-fig-6.png ├── kmeans-fig-7.png ├── kmeans-fig-8.png ├── kmeans-fig-9.png ├── kmeansp1.png ├── kmeansp2.png ├── kmeanstrees.png ├── kn1-fig.png ├── kn5-fig.png ├── knn-bias-fig-1.png ├── knn-fig-1.png ├── knn-graphs-fig.png ├── knn-mnist-fig.png ├── knn-parzen-fit.png ├── knn-voronoi-fig.png ├── letor-fig-1.png ├── letor-fig-2.png ├── lion.png ├── lsh-fig-1.png ├── lsh-fig-10.png ├── lsh-fig-11.png ├── lsh-fig-12.png ├── lsh-fig-13.png ├── lsh-fig-14.png ├── lsh-fig-15.png ├── lsh-fig-2.png ├── lsh-fig-3.png ├── lsh-fig-4.png ├── lsh-fig-5.png ├── lsh-fig-6.png ├── lsh-fig-7.png ├── lsh-fig-8.png ├── lsh-fig-9.png ├── lz77-fig-1.png ├── lzma-fig-1.png ├── mahalanobis-fig.png ├── manhattan-fig.png ├── manifold-1-fig.png ├── manifolds-fig.png ├── markov-chain-fig-1.png ├── markov-chain-fig-2.png ├── mauro.png ├── mcmc-fig-1.png ├── mcmc-fig-2.png ├── mdl-fig-1.png ├── mds-fig-1.png ├── mds-fig-2.png ├── mds-fig-3.png ├── mechanical-turk-fig.png ├── merkle-damgard-fig.png ├── meta-fig-1.png ├── meta-fig-2.png ├── meta-fig-3.png ├── minhash1.png ├── minhash2.png ├── minhash3.png ├── minhash4.png ├── mnist-fig-1.png ├── monalisatsp.png ├── moon.png ├── movies2.png ├── movies3.png ├── movies4.png ├── movies5.png ├── movies_cap1.png ├── nfl-fig-1.png ├── nmf-fig-1.png ├── nmf-fig-2.png ├── nmf-fig-3.png ├── nn-fig-1.png ├── outliers-fig-1.png ├── overfit-fig-1.png ├── paq_coding.png ├── paq_kernel.png ├── paralell-fig-1.png ├── pca-fig-1.png ├── pca-fig-2.png ├── perceptron-fig-1.png ├── perceptron-fig-2.png ├── perceptron-fig-3.png ├── perceptron-fig-4.png ├── perceptron-fig-5.png ├── perceptron-fig-6.png ├── pimc-fig.png ├── ppmc-orden.png ├── pr-fig-1.png ├── pr-fig-10.png ├── pr-fig-2.png ├── pr-fig-3.png ├── pr-fig-4.png ├── pr-fig-5.png ├── pr-fig-6.png ├── pr-fig-7.png ├── pr-fig-8.png ├── pr-fig-9.png ├── precision-fig-1.png ├── radar-fig-1.png ├── radar-fig-2.png ├── random-images-fig.png ├── random-walk-fig-1.png ├── random-walk-fig-2.png ├── rd-fig-1.png ├── rec-fig-1.png ├── rec-fig-10.png ├── rec-fig-11.png ├── rec-fig-12.png ├── rec-fig-13.png ├── rec-fig-2.png ├── rec-fig-3.png ├── rec-fig-4.png ├── rec-fig-5.png ├── rec-fig-6.png ├── rec-fig-7.png ├── rec-fig-8.png ├── rec-fig-9.png ├── reddit-fig1.bmp ├── reddit-fig1.png ├── reddit_fig1.bmp ├── regression-fig-1.png ├── reuters-fig-1.png ├── reuters-redux.png ├── rf-fig-1.png ├── rs-fig-1.png ├── rs-fig-11.png ├── rs-fig-12.png ├── rs-fig-13.png ├── rs-fig-14.png ├── rs-fig-15.png ├── rs-fig-16.png ├── rs-fig-17.png ├── rs-fig-18.png ├── rs-fig-19.png ├── rs-fig-2.png ├── rs-fig-20.png ├── rs-fig-21.png ├── rs-fig-22.png ├── rs-fig-23.png ├── rs-fig-24.png ├── rs-fig-25.png ├── rs-fig-26.png ├── rs-fig-27.png ├── rs-fig-28.png ├── rs-fig-29.png ├── rs-fig-3.png ├── rs-fig-30.png ├── rs-fig-31.png ├── rs-fig-32.png ├── rs-fig-33.png ├── rs-fig-34.png ├── rs-fig-35.png ├── rs-fig-36.png ├── rs-fig-37.png ├── rs-fig-38.png ├── rs-fig-39.png ├── rs-fig-4.png ├── rs-fig-40.png ├── rs-fig-41.png ├── rs-fig-42.png ├── rs-fig-43.png ├── rs-fig-44.png ├── rs-fig-45.png ├── rs-fig-46.png ├── rs-fig-47.png ├── rs-fig-48.png ├── rs-fig-49.png ├── rs-fig-5.png ├── rs-fig-50.png ├── rs-fig-51.png ├── rs-fig-52.png ├── rs-fig-6.png ├── rs-fig-7.png ├── rs-fig-8.png ├── rs-fig-9.png ├── sa-fig.png ├── sfe-fig-1.png ├── sfe-fig-2.png ├── sigma-fig-1.png ├── skmeans-fig-1.png ├── skmeans-fig-2.png ├── skmeans-fig-3.png ├── skmeans-fig-4.png ├── skmeans-fig-5.png ├── skmeans-fig-6.png ├── spec-fig-1.png ├── spec-fig-2.png ├── spec-fig-3.png ├── spec-fig-4.png ├── spec-fig-5.png ├── svd-fig-1.png ├── svd-fig-2.png ├── svd_example.png ├── svd_noise_1.png ├── svm-fig-1.png ├── svm-fig-10.png ├── svm-fig-2.png ├── svm-fig-3.png ├── svm-fig-4.png ├── svm-fig-5.png ├── svm-fig-6.png ├── svm-fig-7.png ├── svm-fig-8.png ├── svm-fig-9.png ├── swiss-fig-1.png ├── team.png ├── tfidf-fig-1.png ├── tfidf-fig-2.png ├── tfidf-fig-3.png ├── three-entropies-fig.png ├── titanic-fig-1.png ├── topo-fig-1.png ├── topo-fig-10.png ├── topo-fig-11.png ├── topo-fig-12.png ├── topo-fig-13.png ├── topo-fig-14.png ├── topo-fig-15.png ├── topo-fig-16.png ├── topo-fig-17.png ├── topo-fig-18.png ├── topo-fig-19.png ├── topo-fig-2.png ├── topo-fig-20.png ├── topo-fig-21.png ├── topo-fig-22.png ├── topo-fig-23.png ├── topo-fig-24.png ├── topo-fig-3.png ├── topo-fig-4.png ├── topo-fig-5.png ├── topo-fig-6.png ├── topo-fig-7.png ├── topo-fig-8.png ├── topo-fig-9.png ├── topoe1.png ├── topoe2.png ├── topoe3.png ├── topoe4.png ├── tornaditos.png ├── trank-fig-1.png ├── transduction-fig-1.png ├── transduction-fig-2.png ├── tree-fig-1.png ├── tree-fig-2.png ├── tree-fig-3.png ├── treemap-fig-1.png ├── tsne-fig-1.png ├── tufte1.gif ├── tufte2.gif ├── tufte3.gif ├── vc-fig-1.png ├── vc-fig-2.png ├── vc-fig-3.png ├── vgfr43er3r4dfrvdfc v.html ├── vgfr43er3r4dfrvdfc v_files │ ├── 00byu-web01-thumbStandard.jpg │ ├── 01FOOTSTEPS3-thumbStandard.jpg │ ├── 01JODIEFOSTER-mediumSquare149-v4.jpg │ ├── 01KEVINHART-thumbStandard.jpg │ ├── 01firstwords-thumbStandard-v2.jpg │ ├── 12330.js │ ├── 12BIKELISTY1-mediumSquare149.jpg │ ├── 18ymag-Clemence-01-thumbStandard.jpg │ ├── 1960705798659842866 │ ├── 20160425-STL-COACHELLA-slide-ZHRF-thumbStandard.jpg │ ├── 201604XXxp-WIVES-slide-0GNA-mediumThreeByTwo210.jpg │ ├── 21TRUMPAIR-thumbStandard.jpg │ ├── 22SPAN-videoSixteenByNine150.jpg │ ├── 22vwlegal-thumbStandard.jpg │ ├── 24LESCOVER-thumbStandard-v2.jpg │ ├── 24VESTRY-thumbStandard-v2.jpg │ ├── 24WHATILOVE-slide-OSHQ-thumbStandard.jpg │ ├── 24taylor-thumbStandard.jpg │ ├── 25-Insider-Bruni-Photo-thumbStandard.jpg │ ├── 25BEYONCEHBO-mediumSquare149-v2.jpg │ ├── 25JANE-thumbStandard.jpg │ ├── 26DINOSAUR1-mediumThreeByTwo210.jpg │ ├── 26DINOSAUR1-thumbStandard.jpg │ ├── 26GORILLAJPSUB-mediumSquare149.jpg │ ├── 26SORKIN-mediumSquare149.jpg │ ├── 26artsbeat-dunst-thumbStandard.jpg │ ├── 26conversationWeb-blogSmallThumb.jpg │ ├── 26firstdraft-sanders1-thumbStandard.jpg │ ├── 26hhc-thumbStandard.jpg │ ├── 26paul-obit-1-thumbStandard.jpg │ ├── 26rollerWeb-thumbStandard.jpg │ ├── 26thompson-mediumSquare149.jpg │ ├── 26toobigtv-web1-thumbStandard.jpg │ ├── 26trade-thumbStandard.jpg │ ├── 26tue1-blogSmallThumb.jpg │ ├── 26watching-911-videoSixteenByNine768.jpg │ ├── 26xp-tornado-thumbStandard.png │ ├── 27AFGHANWOMEN-WEB1-thumbStandard.jpg │ ├── 27APPLE-1-thumbStandard.jpg │ ├── 27JASPER-slide-ME85-mediumThreeByTwo210.jpg │ ├── 27NYMAG-mediumSquare149.jpg │ ├── 27PIZZAWEB1-mediumSquare149-v2.jpg │ ├── 27REST-slide-6RPD-thumbStandard.jpg │ ├── 27TAIWAN-web1-thumbStandard.jpg │ ├── 27UNCweb1-thumbStandard.jpg │ ├── 27aroma-web1-thumbStandard(1).jpg │ ├── 27aroma-web1-thumbStandard.jpg │ ├── 27book-sub-thumbStandard.jpg │ ├── 27chobani-1461686096978-thumbStandard.jpg │ ├── 27drugprices-thumbStandard.jpg │ ├── 27france-web-largeHorizontal375-v6.jpg │ ├── 27prince-will-thumbStandard.jpg │ ├── 27scotus-web-thumbStandard.jpg │ ├── 27xp-snapchat-thumbStandard.jpg │ ├── 27xp-trudeau-quantum-videoHpMedium-v2.jpg │ ├── 3338050995.js │ ├── 869b35c5Q2Fcccccc_c_@,A@Q3F_@Dcccccccc_KQ3FaA@Q3E!Dccccw2Q3E!D!Q51 │ ├── EventTracker.js │ ├── RFDmarijuana-mediumSquare149.jpg │ ├── SandsweptHill.png │ ├── acj │ ├── ad-view-manager.js │ ├── ads │ ├── ads(1) │ ├── ads(2) │ ├── ads(3) │ ├── analytics(1).js │ ├── analytics.js │ ├── app-5698b6529ef470e3d3186afd5d1d08ed.js │ ├── ast │ ├── b5bcf2eba4 │ ├── bidexchange.js │ ├── blank(1).gif │ ├── blank.gif │ ├── chartbeat.js │ ├── clark-chicken-artichokes-videoSixteenByNine150.jpg │ ├── comscore.js │ ├── container.html │ ├── crosswords_30x30.png │ ├── cs.js │ ├── dy-min.js │ ├── dyjq-min.js │ ├── fbevents.js │ ├── framework.js │ ├── geo.min.js │ ├── geo2.js │ ├── gpt.js │ ├── hosts.js │ ├── jp-fully-mediumSquare149.jpg │ ├── jstag │ ├── keywee.js │ ├── l │ ├── main(1).js │ ├── main.js │ ├── moatad(1).js │ ├── moatad.js │ ├── moatcontent.js │ ├── movies-04222016-videoSixteenByNine150.jpg │ ├── nr-918.min.js │ ├── nyt-logo-185x26.png │ ├── opdoc-chinese-mayor-videoSixteenByNine150.jpg │ ├── osd.js │ ├── police-mentallyill-videoSixteenByNine150.jpg │ ├── portal-99890a2ce3bc388c346ee133afbc3194.css │ ├── pubads_impl_85.js │ ├── push.html │ ├── saved_resource │ ├── saved_resource(1) │ ├── saved_resource(10) │ ├── saved_resource(2) │ ├── saved_resource(3) │ ├── saved_resource(4) │ ├── saved_resource(5) │ ├── saved_resource(6) │ ├── saved_resource(7) │ ├── saved_resource(8) │ ├── saved_resource(9) │ ├── sharetools-config.js │ ├── sharetools-mixin.js │ ├── sharetools.js │ ├── show_ads.js │ ├── showall.js │ ├── sp.js │ ├── stump-for-president-videoSixteenByNine150.jpg │ ├── styles.css │ ├── tagx-simple.min.js │ ├── tamir-rice-family-videoSixteenByNine150-v2.jpg │ ├── up-bestyear-one-1461626523269-mediumFlexible177-v3.png │ ├── up-bestyear-one-1461626523269-thumbStandard.png │ ├── vhs-2.x.min.js │ ├── vhs.css │ ├── wellbreast-thumbStandard.jpg │ ├── ychefs-adriennecheatham-videoSixteenByNine150.jpg │ ├── ychefs-eduardorivera-videoSixteenByNine150.jpg │ ├── ychefs-tundewey-videoSixteenByNine150.jpg │ ├── zam5nzz.css │ └── zam5nzz.js ├── visu-fig-1.png ├── visu-fig-10.png ├── visu-fig-11.png ├── visu-fig-12.png ├── visu-fig-13.png ├── visu-fig-14.png ├── visu-fig-15.png ├── visu-fig-16.png ├── visu-fig-18.png ├── visu-fig-19.png ├── visu-fig-2.png ├── visu-fig-20.png ├── visu-fig-21.png ├── visu-fig-22.png ├── visu-fig-23.png ├── visu-fig-24.png ├── visu-fig-25.png ├── visu-fig-26.png ├── visu-fig-27.png ├── visu-fig-28.png ├── visu-fig-29.png ├── visu-fig-3.png ├── visu-fig-30.png ├── visu-fig-31.png ├── visu-fig-4.png ├── visu-fig-5.png ├── visu-fig-6.png ├── visu-fig-7.png ├── visu-fig-8.png ├── visu-fig-9.png ├── visu-rank-fig-1.png ├── visuoly.png ├── vorono-fig-1.png ├── vptree.png ├── vptree1.png ├── vptree2.png ├── vptree3.png ├── vrank-fig-1.png ├── vrank-fig-2.png ├── wine-fig-1.png ├── xgboost-fig-1.png ├── xgboost-fig-2.png ├── zipf1.png ├── zipf2.png ├── zipf3.png ├── zipf4.png ├── zipf5.png └── zipf6.png ├── knn.tex └── todo.txt /References.bib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lrargerich/Apunte/HEAD/References.bib -------------------------------------------------------------------------------- /apunte.aux: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lrargerich/Apunte/HEAD/apunte.aux -------------------------------------------------------------------------------- /apunte.bbl: -------------------------------------------------------------------------------- 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