├── .gitignore ├── README.md ├── clase-svms ├── README.md ├── _COMO_ENCONTRAR_LOS_DATOS.md ├── ejemplo_svms.R ├── experimento_svm.R ├── make_rdatas.R └── mnist.R ├── data-workshops ├── DW1 │ ├── DW1_Python-20180510.ipynb │ ├── DW1_Python.ipynb │ ├── dw.cert │ └── dw1-20181108.ipynb ├── DW2 │ └── DW2 - Structured Data Py.ipynb ├── DW3 │ ├── analisis incidentes.ipynb │ ├── dw3-backup.ipynb │ ├── dw3-full.ipynb │ ├── dw3-short.ipynb │ ├── geo_visualizacion.ipynb │ ├── merge.png │ └── preparacion_datos_incidentes.ipynb ├── DW5 │ ├── create_customer_part.sql │ ├── create_customer_tables.sql │ ├── create_phones_subset.sql │ ├── create_view_possible_missing_indices.sql │ ├── gen_tables.py │ ├── inclass.sql │ ├── query_cust_id_in_500.sql │ └── query_phone_in_500.sql ├── DW6 - Data Visualization in Python │ ├── Data Visualization in Python.ipynb │ ├── WHO_first9cols.csv │ ├── angles_vs_lengths.png │ ├── annular_wedge.png │ ├── avg_scores_women_men.png │ ├── colored_bubbles1.png │ ├── disk_usage.pkl │ ├── firearms.jpg │ ├── incorrect_bar_chart.png │ ├── innacurate_1.jpg │ ├── lying_3D.png │ ├── money_raised_vs_deaths.jpg │ ├── perception_accuracy.jpg │ ├── pie_3D_exploded.png │ ├── pie_3d_tower.jpg │ ├── preproc_disk_usage.py │ ├── scatter_3d.png │ ├── scatter_3d_alternative.png │ ├── scatter_and_trend.pdf │ ├── scatter_and_trend.png │ ├── scatter_and_trend_v2.png │ ├── scatter_colorblind.png │ ├── sunburst.png │ ├── value_continuous.png │ └── value_ordered.png ├── dw_utils.py ├── dw_utils2.py ├── dw_utils2s.py └── dw_utils3.py ├── hpar_opt_experiments ├── coordescent.py ├── experiments.py ├── experiments_old.py ├── genetic.py ├── inst_func_eval.py ├── make_plots.ipynb ├── make_plots.py ├── memoize.py ├── plot grid.ipynb └── run_trials.ipynb ├── out_of_core_experiments ├── Dask experiment.ipynb ├── dask_experiment.py ├── distributed.yaml ├── meetup_presentation │ ├── Meetup presentation.ipynb │ ├── dask.png │ ├── portada.jpg │ └── ray.png └── sframe_experiment.py ├── tree_classif_explain ├── mapi_presentation │ ├── Credit_Risk_Explained.html │ ├── Credit_Risk_Explained.ipynb │ ├── HC_Default_Risk.ipynb │ ├── TCXP - MAPI.ipynb │ ├── TCXP - MAPI.slides.html │ ├── confused-black-girl.jpg │ ├── confused-boy.jpg │ ├── confused-girl.jpg │ ├── custom_viejo.css │ ├── explanation_bar_plot.png │ ├── lime_vs_tcxp.png │ ├── ml_scratching.png │ ├── tree_00.png │ ├── tree_01.png │ ├── tree_02.png │ ├── tree_03.png │ ├── tree_04.png │ ├── tree_c1.png │ ├── tree_c2.png │ ├── tree_c3.png │ ├── truth-and-clarity.png │ ├── truth_clarity.jpg │ ├── yuxiglobal_logo-mini.png │ └── yuxiglobal_logo.png ├── py │ ├── experiment_scratch.py │ ├── tcxp.py │ ├── tcxp_example_titanic.ipynb │ └── titanic_preproc.py └── spark │ ├── ExplainRF.scala │ └── a.scala └── utils ├── df_one_hot_encode.py ├── download_react_js.md └── download_react_js.py /.gitignore: -------------------------------------------------------------------------------- 1 | __* 2 | .ipynb_checkpoints 3 | 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