├── .gitignore ├── LICENSE ├── README.md ├── Tutoriales ├── Week0 │ ├── S0_LSC1_Algebra_Lineal │ │ ├── S0_LSC1_Algebra_Lineal.ipynb │ │ └── figs │ │ │ └── ans_banner_1920x200.png │ ├── S0_LSC1b_Algebra_Lineal_Solucion │ │ ├── S0_LSC1b_Algebra_Lineal_Solucion.ipynb │ │ └── figs │ │ │ └── ans_banner_1920x200.png │ ├── S0_LSC2_Introduccion_Python │ │ ├── Data │ │ │ ├── info_accidentes.csv │ │ │ └── info_accidentes.xlsx │ │ ├── S0_LSC2_Introduccion_Python.ipynb │ │ └── figs │ │ │ └── ans_banner_1920x200.png │ └── S0_LSC3_GitHub │ │ ├── S0_LSC3_GitHub.ipynb │ │ ├── figs │ │ └── ans_banner_1920x200.png │ │ ├── repo_cloning.gif │ │ └── repo_forking.gif ├── Week1 │ ├── S1_LC_Taller_PCA │ │ ├── Entrega_S1_LC_Taller_PCA.docx │ │ ├── S1_LC_Taller_PCA.docx │ │ ├── S1_LC_Taller_PCA.ipynb │ │ ├── S1_LC_Taller_PCA.pdf │ │ ├── data │ │ │ └── lugares.csv │ │ └── figs │ │ │ └── ans_banner_1920x200.png │ ├── S1_LSC1_PCA │ │ ├── S1_LSC1_PCA.ipynb │ │ ├── data │ │ │ ├── gasto_col_2017.csv │ │ │ ├── gasto_col_2017_norm.csv │ │ │ ├── info_accidentes.csv │ │ │ └── info_accidentes.xlsx │ │ └── figs │ │ │ └── ans_banner_1920x200.png │ └── S1_LSC2_PCA_detalles │ │ ├── S1_LSC2_PCA_detalles.ipynb │ │ ├── data │ │ ├── gasto_col_2017.csv │ │ ├── gasto_col_2017_norm.csv │ │ ├── info_accidentes.csv │ │ └── info_accidentes.xlsx │ │ └── figs │ │ ├── ans_banner_1920x200.png │ │ └── plot_S1_LSC2_1.png ├── Week2 │ ├── S2_LC_Taller_SVD │ │ ├── Entrega_S2_LC_Taller_SVD.docx │ │ ├── S2_LC_Taller_SVD.docx │ │ ├── S2_LC_Taller_SVD.ipynb │ │ ├── Untitled.ipynb │ │ └── figs │ │ │ └── ans_banner_1920x200.png │ ├── S2_LSC1_SVD │ │ ├── Data │ │ │ └── gasto_col_2017_norm.csv │ │ ├── S2_LSC1_SVD.ipynb │ │ └── figs │ │ │ ├── ans_banner_1920x200.png │ │ │ ├── panda.jpg │ │ │ └── svd_a.png │ ├── S2_LSC2_Geometria_Ejercicios_Teoricos │ │ ├── S2_LSC2_Geometria_Ejercicios_Teoricos.docx │ │ ├── S2_LSC2_Geometria_Ejercicios_Teoricos.ipynb │ │ └── figs │ │ │ ├── ans_banner_1920x200.png │ │ │ ├── rot1.png │ │ │ └── rot2.png │ └── S2_LSC3_SVD_Ejercicios_Teoricos_Solucion │ │ ├── S2_LSC3_SVD_Ejercicios_Teoricos_Solucion.docx │ │ ├── S2_LSC3_SVD_Ejercicios_Teoricos_Solucion.ipynb │ │ └── figs │ │ └── ans_banner_1920x200.png ├── Week3 │ ├── S3_LC_Taller_Kmeans_Medoids │ │ ├── Entrega_S3_LC_Taller_Kmeans_Medoids.docx │ │ ├── S3_LC_Taller_Kmeans_Kmedoids.ipynb │ │ ├── S3_LC_Taller_Kmeans_Medoids.docx │ │ └── figs │ │ │ └── ans_banner_1920x200.png │ ├── S3_LSC1_Clustering │ │ ├── S3_LSC1_Clustering.ipynb │ │ ├── data │ │ │ └── data_eph.csv │ │ └── figs │ │ │ ├── ans_banner_1920x200.png │ │ │ └── plot_clustering_notebook.png │ ├── S3_LSC2_K_medias │ │ ├── S3_LSC2_K_medias.ipynb │ │ └── figs │ │ │ └── ans_banner_1920x200.png │ └── S3_LSC3_Medoides │ │ ├── S3_LSC3_Medoides.ipynb │ │ ├── data │ │ ├── credit_card.csv │ │ ├── diss_12_paises.xlsx │ │ └── dissimilarity_matrix.xlsx │ │ └── figs │ │ ├── ans_banner_1920x200.png │ │ └── media_vs_medoide.png ├── Week4 │ ├── S4_LC1_Taller_Jerarquico_DBSCAN │ │ ├── S4_LC_Taller_Jerarquico_DBSCAN.ipynb │ │ ├── data │ │ │ └── datos_clientes.csv │ │ └── figs │ │ │ └── ans_banner_1920x200.png │ ├── S4_LSC1_Jerarquico │ │ ├── S4_LSC4_Jerarquico.ipynb │ │ └── figs │ │ │ ├── Animales.jpeg │ │ │ ├── Animales_Clusters2.jpeg │ │ │ ├── Hogar.jpeg │ │ │ ├── ans_banner_1920x200.png │ │ │ └── plot_hierarchical_notebook.png │ └── S4_LSC2_DBSCAN │ │ ├── S4_LSC2_DBSCAN.ipynb │ │ └── figs │ │ ├── ans_banner_1920x200.png │ │ ├── fig1.jpeg │ │ ├── fig2.jpeg │ │ ├── fig3.jpeg │ │ └── fig_dbscan_neigh.png ├── Week5 │ ├── .vscode │ │ └── settings.json │ ├── S5_LC1_Taller_Colab │ │ ├── S5_LC1_Taller_Colab.ipynb │ │ ├── data │ │ │ ├── artists.dat │ │ │ ├── readme.txt │ │ │ └── user_artists.dat │ │ └── figs │ │ │ └── ans_banner_1920x200.png │ ├── S5_LSC1_Recomendac │ │ ├── S5_LSC1_Recomendac.ipynb │ │ ├── data │ │ │ └── metadata_limpia.csv │ │ └── figs │ │ │ ├── Homero.png │ │ │ ├── Homero_movies.png │ │ │ ├── IMDB.png │ │ │ ├── aguacate.png │ │ │ ├── ans_banner_1920x200.png │ │ │ ├── fig1.png │ │ │ ├── item_jeans.png │ │ │ ├── netflix.png │ │ │ └── usuario_libros.png │ ├── S5_LSC2_MBA │ │ ├── S5_LSC2_MBA.ipynb │ │ ├── data │ │ │ └── lastfm_es.csv │ │ └── figs │ │ │ ├── ans_banner_1920x200.png │ │ │ ├── distancia.png │ │ │ ├── fig0.jpeg │ │ │ └── fig1.jpeg │ └── S5_LSC3_Colab │ │ ├── S5_LSC3_Colab.ipynb │ │ ├── data │ │ ├── u.data │ │ ├── u.item │ │ └── u.user │ │ └── figs │ │ ├── ans_banner_1920x200.png │ │ ├── colab1.png │ │ ├── colab2.png │ │ ├── colab3.png │ │ ├── colab4.png │ │ ├── colab5.png │ │ ├── colab6.png │ │ ├── colab7.png │ │ ├── dist_cos.png │ │ └── fig1.png ├── Week6 │ ├── .vscode │ │ └── settings.json │ ├── S6_LC1_Taller_LDA │ │ ├── S6_LC1_Taller_LDA.ipynb │ │ ├── data │ │ │ └── posts.csv │ │ └── figs │ │ │ └── ans_banner_1920x200.png │ ├── S6_LSC1_NLP │ │ ├── S6_LSC1_NLP.ipynb │ │ └── figs │ │ │ └── ans_banner_1920x200.png │ ├── S6_LSC2_Content │ │ ├── S6_LSC2_Content.ipynb │ │ ├── data │ │ │ ├── pelis_recommend.csv │ │ │ └── stopword_extend.csv │ │ └── figs │ │ │ └── ans_banner_1920x200.png │ ├── S6_LSC3_LDA │ │ ├── S6_LSC3_LDA.ipynb │ │ ├── data │ │ │ ├── ensayos.csv │ │ │ └── stopword_extend.csv │ │ └── figs │ │ │ ├── 6.jpeg │ │ │ ├── Triangulo.png │ │ │ ├── ans_banner_1920x200.png │ │ │ ├── coherencia.jpeg │ │ │ ├── topicos1.jpeg │ │ │ ├── topicos3.jpeg │ │ │ ├── topicos4.jpeg │ │ │ └── topicos5.jpeg │ └── data │ │ ├── 2-simplex.pptx │ │ └── 2-simplex_topic.png ├── Week7 │ ├── S7_LC_Taller_Geograficos_KDE │ │ ├── S7_LC_Taller_Geograficos_KDE.ipynb │ │ ├── S7_LC_Taller_Geograficos_KDE_sol.ipynb │ │ ├── data │ │ │ ├── Areas_comunitarias_Chicago.zip │ │ │ └── Chicago_delitos_verano_2019.csv │ │ └── figs │ │ │ └── ans_banner_1920x200.png │ ├── S7_LSC1_Datos_Geograficos.zip │ ├── S7_LSC1_Datos_Geograficos │ │ ├── S7_LSC1_Datos_Geograficos.ipynb │ │ ├── cache │ │ │ ├── 405fb29f31d3b749747314a86110705922bf23ad.json │ │ │ ├── 99b6d1da365775eac8b19e404e555b7a41993f6a.json │ │ │ ├── bc22091a010661415c52d3aadadf1b78afe3e750.json │ │ │ ├── d34e96261a5c47729960163c7171b4c52221c37a.json │ │ │ └── ecf6f553338e2187259768fd29096788937fe22e.json │ │ ├── datos │ │ │ ├── Ciclovia.zip │ │ │ ├── Ciclovia │ │ │ │ ├── Ciclovia.cpg │ │ │ │ ├── Ciclovia.prj │ │ │ │ ├── Ciclovia.sbn │ │ │ │ ├── Ciclovia.sbx │ │ │ │ ├── Ciclovia.shp │ │ │ │ ├── Ciclovia.shp.xml │ │ │ │ └── Ciclovia.shx │ │ │ ├── egba.zip │ │ │ ├── egba │ │ │ │ ├── EGBa.cpg │ │ │ │ ├── EGBa.dbf │ │ │ │ ├── EGBa.prj │ │ │ │ ├── EGBa.sbn │ │ │ │ ├── EGBa.sbx │ │ │ │ ├── EGBa.shp │ │ │ │ ├── EGBa.shp.xml │ │ │ │ └── EGBa.shx │ │ │ ├── listings.csv.gz │ │ │ ├── upla.zip │ │ │ └── upla │ │ │ │ ├── UPla.cpg │ │ │ │ ├── UPla.dbf │ │ │ │ ├── UPla.prj │ │ │ │ ├── UPla.sbn │ │ │ │ ├── UPla.sbx │ │ │ │ ├── UPla.shp │ │ │ │ ├── UPla.shp.xml │ │ │ │ └── UPla.shx │ │ └── figs │ │ │ ├── ans_banner_1920x200.png │ │ │ └── distancia.png │ └── S7_LSC2_KDE │ │ ├── S7_LSC2_KDE.ipynb │ │ ├── data │ │ ├── Zipcodes.geojson │ │ ├── geyser.csv │ │ ├── geyser.xlsx │ │ └── listings.csv.gz │ │ └── figs │ │ ├── ans_banner_1920x200.png │ │ ├── densidad_bivariada_chicago.png │ │ ├── normal.png │ │ └── normal_3.png └── Week8 │ ├── S8_LC_Taller_GMM │ ├── S8_LC_Taller_GMM.ipynb │ ├── data │ │ ├── burgar_master.xlsx │ │ └── ~$burgar_master.xlsx │ └── figs │ │ └── ans_banner_1920x200.png │ └── S8_LSC1_GMM │ ├── S8_LSC1_GMM.ipynb │ ├── figs │ └── ans_banner_1920x200.png │ └── gmm_math.lyx ├── ans_banner_1920x200.png └── ans_identificador_03.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lgomezt/Aprendizaje_No_Supervisado/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lgomezt/Aprendizaje_No_Supervisado/HEAD/LICENSE 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