├── .gitignore ├── CONTRIBUTING.md ├── LICENSE.md ├── README.md ├── Week1 ├── README.md ├── index.ipynb ├── lesson1.md ├── lesson2.md ├── lesson3.md └── notebooks │ ├── images │ └── kmeans-wikipedia.png │ ├── intro2data.ipynb │ ├── intro2ml.ipynb │ └── intro2regress.ipynb ├── Week10 ├── README.md ├── assignments │ ├── images │ │ ├── digraph.png │ │ ├── karate_after.png │ │ ├── karate_all.png │ │ ├── karate_friends.png │ │ ├── kevin_bacon.png │ │ ├── multigraph_all.png │ │ └── multigraph_nodes.png │ ├── w10p1.ipynb │ ├── w10p2.ipynb │ └── w10p3.ipynb ├── index.ipynb ├── lesson1.md ├── lesson2.md ├── lesson3.md └── notebooks │ ├── intro2na-ga.ipynb │ ├── intro2na-gc.ipynb │ └── intro2na-sm.ipynb ├── Week11 ├── README.md ├── assignments │ ├── images │ │ ├── bayesian_linear_regression.png │ │ ├── general_linear_models.png │ │ └── hierarchical.png │ ├── w11p1.ipynb │ ├── w11p2.ipynb │ └── w11p3.ipynb ├── index.ipynb ├── lesson1.md ├── lesson2.md ├── lesson3.md └── notebooks │ ├── intro2pp-bm.ipynb │ ├── intro2pp-glm.ipynb │ └── intro2pp-hm.ipynb ├── Week12 ├── README.md ├── assignments │ ├── w12p1.ipynb │ └── w12p2.ipynb ├── index.ipynb ├── lesson1.md ├── lesson2.md ├── lesson3.md └── notebooks │ ├── intro2hadoop.ipynb │ ├── intro2mr.ipynb │ └── intro2pig.ipynb ├── Week13 ├── README.md ├── assignments │ ├── w13p1.ipynb │ ├── w13p2.ipynb │ └── w13p3.ipynb ├── index.ipynb ├── lesson1.md ├── lesson2.md ├── lesson3.md └── notebooks │ ├── intro2cassandra.ipynb │ ├── intro2mongodb.ipynb │ └── intro2neo4j.ipynb ├── Week14 ├── README.md ├── assignments │ ├── w14p1.ipynb │ ├── w14p2.ipynb │ └── w14p3.ipynb ├── index.ipynb ├── lesson1.md ├── lesson2.md ├── lesson3.md └── notebooks │ ├── images │ └── spark-console.png │ ├── intro2spark.ipynb │ ├── sparkdf.ipynb │ └── sparkmllib.ipynb ├── Week15 ├── README.md ├── index.ipynb ├── lesson1.md └── notebooks │ ├── helper_code │ ├── digits.py │ └── mlplots.py │ └── intro2dl.ipynb ├── Week2 ├── README.md ├── assignments │ ├── images │ │ ├── polyfit.png │ │ ├── regplot.png │ │ ├── seaborn_regplot.png │ │ └── statsmodels_ols.png │ ├── w2p1.ipynb │ ├── w2p2.ipynb │ └── w2p3.ipynb ├── index.ipynb ├── lesson1.md ├── lesson2.md ├── lesson3.md └── notebooks │ ├── intro2lr.ipynb │ ├── mvregress.ipynb │ └── regularization.ipynb ├── Week3 ├── README.md ├── assignments │ ├── images │ │ ├── knn_confusion.png │ │ └── svm_confusion.png │ ├── w3p1.ipynb │ ├── w3p2.ipynb │ └── w3p3.ipynb ├── index.ipynb ├── lesson1.md ├── lesson2.md ├── lesson3.md └── notebooks │ ├── helper_code │ ├── digits.py │ ├── iris.py │ └── mlplots.py │ ├── intro2knn.ipynb │ ├── intro2nb.ipynb │ └── intro2svm.ipynb ├── Week4 ├── README.md ├── assignments │ ├── images │ │ ├── roc.png │ │ └── roc_vs_trees.png │ ├── w4p1.ipynb │ └── w4p2.ipynb ├── index.ipynb ├── lesson1.md ├── lesson2.md ├── lesson3.md └── notebooks │ ├── helper_code │ ├── digits.py │ ├── iris.py │ └── mlplots.py │ ├── intro2dt.ipynb │ ├── intro2gbt.ipynb │ └── intro2rf.ipynb ├── Week5 ├── README.md ├── assignments │ ├── data │ │ └── delta_reduced.npy │ ├── images │ │ ├── AIRBUS_A319_VIP.png │ │ ├── cluster.png │ │ ├── dist_10_bins.png │ │ ├── dist_50_bins.png │ │ ├── elbow.png │ │ ├── hist_10_bins.png │ │ ├── hist_50_bins.png │ │ ├── kde_scipy.png │ │ ├── kde_sklearn.png │ │ ├── pair_grid_physical.png │ │ ├── pca.png │ │ ├── pca_pair_plot.png │ │ ├── rug_jittered.png │ │ ├── rug_no_jitter.png │ │ ├── var_naive.png │ │ └── var_scaled.png │ ├── w5p1.ipynb │ ├── w5p2.ipynb │ └── w5p3.ipynb ├── index.ipynb ├── lesson1.md ├── lesson2.md ├── lesson3.md └── notebooks │ ├── helper_code │ ├── digits.py │ ├── iris.py │ └── mlplots.py │ ├── intro2cluster.ipynb │ ├── intro2de.ipynb │ └── intro2dr.ipynb ├── Week6 ├── README.md ├── assignments │ ├── images │ │ ├── cancelled_outliers.png │ │ ├── flights_outliers.png │ │ ├── two_dim_outliers.png │ │ └── valid_curve.png │ ├── w6p1.ipynb │ └── w6p2.ipynb ├── index.ipynb ├── lesson1.md ├── lesson2.md ├── lesson3.md └── notebooks │ ├── helper_code │ ├── digits.py │ └── vlcurves.py │ ├── intro2ad.ipynb │ ├── intro2pc.ipynb │ └── intro2rs.ipynb ├── Week7 ├── README.md ├── assignments │ ├── w7p1.ipynb │ ├── w7p2.ipynb │ └── w7p3.ipynb ├── index.ipynb ├── lesson1.md ├── lesson2.md ├── lesson3.md └── notebooks │ ├── helper_code │ └── mlplots.py │ ├── intro2ta.ipynb │ ├── intro2tc.ipynb │ └── intro2tm.ipynb ├── Week8 ├── README.md ├── assignments │ ├── w8p1.ipynb │ ├── w8p2.ipynb │ └── w8p3.ipynb ├── index.ipynb ├── lesson1.md ├── lesson2.md ├── lesson3.md └── notebooks │ ├── data │ ├── ham │ │ ├── kmdb.eml │ │ ├── prg.eml │ │ ├── pvc.eml │ │ ├── rw6.eml │ │ ├── rw7.eml │ │ └── w7.eml │ └── spam │ │ ├── add.eml │ │ ├── cnn.eml │ │ ├── lcm.eml │ │ ├── mws.eml │ │ ├── prs.eml │ │ └── vsfih.eml │ ├── images │ ├── html-table.png │ ├── info102-javascript.png │ ├── info102-sections.png │ ├── twitter-access.png │ ├── twitter-agree.png │ ├── twitter-app-signin.png │ ├── twitter-appdetails.png │ ├── twitter-apppage.png │ ├── twitter-appwebpage.png │ ├── twitter-consume.png │ ├── twitter-create.png │ ├── twitter-manage.png │ ├── twitter-ro.png │ └── twitter-signin.png │ ├── intro2sme.ipynb │ ├── intro2smt.ipynb │ └── intro2smw.ipynb ├── Week9 ├── README.md ├── assignments │ ├── w9p1.ipynb │ ├── w9p2.ipynb │ └── w9p3.ipynb ├── index.ipynb ├── lesson1.md ├── lesson2.md ├── lesson3.md └── notebooks │ ├── helper_code │ ├── mlplots.py │ ├── tpterms.py │ └── wcviz.py │ ├── intro2nlp-bc.ipynb │ ├── intro2nlp-sa.ipynb │ └── intro2nlp-tm.ipynb ├── images ├── Draft for Will.png ├── Draft_Version_picture.png ├── gitbadge.png ├── pull_request_0.png ├── pull_request_1.png ├── pull_request_2.png ├── pull_request_3.png └── pull_request_4.png ├── index.ipynb └── orientation ├── Pre-Class_Activity.md ├── README.md ├── index.ipynb ├── notebooks ├── images │ ├── cell-toolbar.png │ ├── ipynb-unix.png │ └── ipython-help.png └── intro2ipy.ipynb └── syllabus.md /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/.gitignore -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /LICENSE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/LICENSE.md -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/README.md -------------------------------------------------------------------------------- /Week1/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week1/README.md -------------------------------------------------------------------------------- /Week1/index.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week1/index.ipynb -------------------------------------------------------------------------------- /Week1/lesson1.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week1/lesson1.md -------------------------------------------------------------------------------- /Week1/lesson2.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week1/lesson2.md -------------------------------------------------------------------------------- /Week1/lesson3.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week1/lesson3.md -------------------------------------------------------------------------------- /Week1/notebooks/images/kmeans-wikipedia.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week1/notebooks/images/kmeans-wikipedia.png -------------------------------------------------------------------------------- /Week1/notebooks/intro2data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week1/notebooks/intro2data.ipynb -------------------------------------------------------------------------------- /Week1/notebooks/intro2ml.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week1/notebooks/intro2ml.ipynb -------------------------------------------------------------------------------- /Week1/notebooks/intro2regress.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week1/notebooks/intro2regress.ipynb -------------------------------------------------------------------------------- /Week10/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week10/README.md -------------------------------------------------------------------------------- /Week10/assignments/images/digraph.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week10/assignments/images/digraph.png -------------------------------------------------------------------------------- /Week10/assignments/images/karate_after.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week10/assignments/images/karate_after.png -------------------------------------------------------------------------------- /Week10/assignments/images/karate_all.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week10/assignments/images/karate_all.png -------------------------------------------------------------------------------- /Week10/assignments/images/karate_friends.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week10/assignments/images/karate_friends.png -------------------------------------------------------------------------------- /Week10/assignments/images/kevin_bacon.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week10/assignments/images/kevin_bacon.png -------------------------------------------------------------------------------- /Week10/assignments/images/multigraph_all.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week10/assignments/images/multigraph_all.png -------------------------------------------------------------------------------- /Week10/assignments/images/multigraph_nodes.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week10/assignments/images/multigraph_nodes.png -------------------------------------------------------------------------------- /Week10/assignments/w10p1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week10/assignments/w10p1.ipynb -------------------------------------------------------------------------------- /Week10/assignments/w10p2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week10/assignments/w10p2.ipynb -------------------------------------------------------------------------------- /Week10/assignments/w10p3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week10/assignments/w10p3.ipynb -------------------------------------------------------------------------------- /Week10/index.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week10/index.ipynb -------------------------------------------------------------------------------- /Week10/lesson1.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week10/lesson1.md -------------------------------------------------------------------------------- /Week10/lesson2.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week10/lesson2.md -------------------------------------------------------------------------------- /Week10/lesson3.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week10/lesson3.md -------------------------------------------------------------------------------- /Week10/notebooks/intro2na-ga.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week10/notebooks/intro2na-ga.ipynb -------------------------------------------------------------------------------- /Week10/notebooks/intro2na-gc.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week10/notebooks/intro2na-gc.ipynb -------------------------------------------------------------------------------- /Week10/notebooks/intro2na-sm.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week10/notebooks/intro2na-sm.ipynb -------------------------------------------------------------------------------- /Week11/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week11/README.md -------------------------------------------------------------------------------- /Week11/assignments/images/bayesian_linear_regression.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week11/assignments/images/bayesian_linear_regression.png -------------------------------------------------------------------------------- /Week11/assignments/images/general_linear_models.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week11/assignments/images/general_linear_models.png -------------------------------------------------------------------------------- /Week11/assignments/images/hierarchical.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week11/assignments/images/hierarchical.png -------------------------------------------------------------------------------- /Week11/assignments/w11p1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week11/assignments/w11p1.ipynb -------------------------------------------------------------------------------- /Week11/assignments/w11p2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week11/assignments/w11p2.ipynb -------------------------------------------------------------------------------- /Week11/assignments/w11p3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week11/assignments/w11p3.ipynb -------------------------------------------------------------------------------- /Week11/index.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week11/index.ipynb -------------------------------------------------------------------------------- /Week11/lesson1.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week11/lesson1.md -------------------------------------------------------------------------------- /Week11/lesson2.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week11/lesson2.md -------------------------------------------------------------------------------- /Week11/lesson3.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week11/lesson3.md -------------------------------------------------------------------------------- /Week11/notebooks/intro2pp-bm.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week11/notebooks/intro2pp-bm.ipynb -------------------------------------------------------------------------------- /Week11/notebooks/intro2pp-glm.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week11/notebooks/intro2pp-glm.ipynb -------------------------------------------------------------------------------- /Week11/notebooks/intro2pp-hm.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week11/notebooks/intro2pp-hm.ipynb -------------------------------------------------------------------------------- /Week12/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week12/README.md -------------------------------------------------------------------------------- /Week12/assignments/w12p1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week12/assignments/w12p1.ipynb -------------------------------------------------------------------------------- /Week12/assignments/w12p2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week12/assignments/w12p2.ipynb -------------------------------------------------------------------------------- /Week12/index.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week12/index.ipynb -------------------------------------------------------------------------------- /Week12/lesson1.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week12/lesson1.md -------------------------------------------------------------------------------- /Week12/lesson2.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week12/lesson2.md -------------------------------------------------------------------------------- /Week12/lesson3.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week12/lesson3.md -------------------------------------------------------------------------------- /Week12/notebooks/intro2hadoop.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week12/notebooks/intro2hadoop.ipynb -------------------------------------------------------------------------------- /Week12/notebooks/intro2mr.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week12/notebooks/intro2mr.ipynb -------------------------------------------------------------------------------- /Week12/notebooks/intro2pig.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week12/notebooks/intro2pig.ipynb -------------------------------------------------------------------------------- /Week13/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week13/README.md -------------------------------------------------------------------------------- /Week13/assignments/w13p1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week13/assignments/w13p1.ipynb -------------------------------------------------------------------------------- /Week13/assignments/w13p2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week13/assignments/w13p2.ipynb -------------------------------------------------------------------------------- /Week13/assignments/w13p3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week13/assignments/w13p3.ipynb -------------------------------------------------------------------------------- /Week13/index.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week13/index.ipynb -------------------------------------------------------------------------------- /Week13/lesson1.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week13/lesson1.md -------------------------------------------------------------------------------- /Week13/lesson2.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week13/lesson2.md -------------------------------------------------------------------------------- /Week13/lesson3.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week13/lesson3.md -------------------------------------------------------------------------------- /Week13/notebooks/intro2cassandra.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week13/notebooks/intro2cassandra.ipynb -------------------------------------------------------------------------------- /Week13/notebooks/intro2mongodb.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week13/notebooks/intro2mongodb.ipynb -------------------------------------------------------------------------------- /Week13/notebooks/intro2neo4j.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week13/notebooks/intro2neo4j.ipynb -------------------------------------------------------------------------------- /Week14/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week14/README.md -------------------------------------------------------------------------------- /Week14/assignments/w14p1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week14/assignments/w14p1.ipynb -------------------------------------------------------------------------------- /Week14/assignments/w14p2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week14/assignments/w14p2.ipynb -------------------------------------------------------------------------------- /Week14/assignments/w14p3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week14/assignments/w14p3.ipynb -------------------------------------------------------------------------------- /Week14/index.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week14/index.ipynb -------------------------------------------------------------------------------- /Week14/lesson1.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week14/lesson1.md -------------------------------------------------------------------------------- /Week14/lesson2.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week14/lesson2.md -------------------------------------------------------------------------------- /Week14/lesson3.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week14/lesson3.md -------------------------------------------------------------------------------- /Week14/notebooks/images/spark-console.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week14/notebooks/images/spark-console.png -------------------------------------------------------------------------------- /Week14/notebooks/intro2spark.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week14/notebooks/intro2spark.ipynb -------------------------------------------------------------------------------- /Week14/notebooks/sparkdf.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week14/notebooks/sparkdf.ipynb -------------------------------------------------------------------------------- /Week14/notebooks/sparkmllib.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week14/notebooks/sparkmllib.ipynb -------------------------------------------------------------------------------- /Week15/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week15/README.md -------------------------------------------------------------------------------- /Week15/index.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week15/index.ipynb -------------------------------------------------------------------------------- /Week15/lesson1.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week15/lesson1.md -------------------------------------------------------------------------------- /Week15/notebooks/helper_code/digits.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week15/notebooks/helper_code/digits.py -------------------------------------------------------------------------------- /Week15/notebooks/helper_code/mlplots.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week15/notebooks/helper_code/mlplots.py -------------------------------------------------------------------------------- /Week15/notebooks/intro2dl.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week15/notebooks/intro2dl.ipynb -------------------------------------------------------------------------------- /Week2/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week2/README.md -------------------------------------------------------------------------------- /Week2/assignments/images/polyfit.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week2/assignments/images/polyfit.png -------------------------------------------------------------------------------- /Week2/assignments/images/regplot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week2/assignments/images/regplot.png -------------------------------------------------------------------------------- /Week2/assignments/images/seaborn_regplot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week2/assignments/images/seaborn_regplot.png -------------------------------------------------------------------------------- /Week2/assignments/images/statsmodels_ols.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week2/assignments/images/statsmodels_ols.png -------------------------------------------------------------------------------- /Week2/assignments/w2p1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week2/assignments/w2p1.ipynb -------------------------------------------------------------------------------- /Week2/assignments/w2p2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week2/assignments/w2p2.ipynb -------------------------------------------------------------------------------- /Week2/assignments/w2p3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week2/assignments/w2p3.ipynb -------------------------------------------------------------------------------- /Week2/index.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week2/index.ipynb -------------------------------------------------------------------------------- /Week2/lesson1.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week2/lesson1.md -------------------------------------------------------------------------------- /Week2/lesson2.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week2/lesson2.md -------------------------------------------------------------------------------- /Week2/lesson3.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week2/lesson3.md -------------------------------------------------------------------------------- /Week2/notebooks/intro2lr.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week2/notebooks/intro2lr.ipynb -------------------------------------------------------------------------------- /Week2/notebooks/mvregress.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week2/notebooks/mvregress.ipynb -------------------------------------------------------------------------------- /Week2/notebooks/regularization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week2/notebooks/regularization.ipynb -------------------------------------------------------------------------------- /Week3/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week3/README.md -------------------------------------------------------------------------------- /Week3/assignments/images/knn_confusion.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week3/assignments/images/knn_confusion.png -------------------------------------------------------------------------------- /Week3/assignments/images/svm_confusion.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week3/assignments/images/svm_confusion.png -------------------------------------------------------------------------------- /Week3/assignments/w3p1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week3/assignments/w3p1.ipynb -------------------------------------------------------------------------------- /Week3/assignments/w3p2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week3/assignments/w3p2.ipynb -------------------------------------------------------------------------------- /Week3/assignments/w3p3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week3/assignments/w3p3.ipynb -------------------------------------------------------------------------------- /Week3/index.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week3/index.ipynb -------------------------------------------------------------------------------- /Week3/lesson1.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week3/lesson1.md -------------------------------------------------------------------------------- /Week3/lesson2.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week3/lesson2.md -------------------------------------------------------------------------------- /Week3/lesson3.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week3/lesson3.md -------------------------------------------------------------------------------- /Week3/notebooks/helper_code/digits.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week3/notebooks/helper_code/digits.py -------------------------------------------------------------------------------- /Week3/notebooks/helper_code/iris.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week3/notebooks/helper_code/iris.py -------------------------------------------------------------------------------- /Week3/notebooks/helper_code/mlplots.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week3/notebooks/helper_code/mlplots.py -------------------------------------------------------------------------------- /Week3/notebooks/intro2knn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week3/notebooks/intro2knn.ipynb -------------------------------------------------------------------------------- /Week3/notebooks/intro2nb.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week3/notebooks/intro2nb.ipynb -------------------------------------------------------------------------------- /Week3/notebooks/intro2svm.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week3/notebooks/intro2svm.ipynb -------------------------------------------------------------------------------- /Week4/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week4/README.md -------------------------------------------------------------------------------- /Week4/assignments/images/roc.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week4/assignments/images/roc.png -------------------------------------------------------------------------------- /Week4/assignments/images/roc_vs_trees.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week4/assignments/images/roc_vs_trees.png -------------------------------------------------------------------------------- /Week4/assignments/w4p1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week4/assignments/w4p1.ipynb -------------------------------------------------------------------------------- /Week4/assignments/w4p2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week4/assignments/w4p2.ipynb -------------------------------------------------------------------------------- /Week4/index.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week4/index.ipynb -------------------------------------------------------------------------------- /Week4/lesson1.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week4/lesson1.md -------------------------------------------------------------------------------- /Week4/lesson2.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week4/lesson2.md -------------------------------------------------------------------------------- /Week4/lesson3.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week4/lesson3.md -------------------------------------------------------------------------------- /Week4/notebooks/helper_code/digits.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week4/notebooks/helper_code/digits.py -------------------------------------------------------------------------------- /Week4/notebooks/helper_code/iris.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week4/notebooks/helper_code/iris.py -------------------------------------------------------------------------------- /Week4/notebooks/helper_code/mlplots.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week4/notebooks/helper_code/mlplots.py -------------------------------------------------------------------------------- /Week4/notebooks/intro2dt.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week4/notebooks/intro2dt.ipynb -------------------------------------------------------------------------------- /Week4/notebooks/intro2gbt.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week4/notebooks/intro2gbt.ipynb -------------------------------------------------------------------------------- /Week4/notebooks/intro2rf.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week4/notebooks/intro2rf.ipynb -------------------------------------------------------------------------------- /Week5/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/README.md -------------------------------------------------------------------------------- /Week5/assignments/data/delta_reduced.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/assignments/data/delta_reduced.npy -------------------------------------------------------------------------------- /Week5/assignments/images/AIRBUS_A319_VIP.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/assignments/images/AIRBUS_A319_VIP.png -------------------------------------------------------------------------------- /Week5/assignments/images/cluster.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/assignments/images/cluster.png -------------------------------------------------------------------------------- /Week5/assignments/images/dist_10_bins.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/assignments/images/dist_10_bins.png -------------------------------------------------------------------------------- /Week5/assignments/images/dist_50_bins.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/assignments/images/dist_50_bins.png -------------------------------------------------------------------------------- /Week5/assignments/images/elbow.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/assignments/images/elbow.png -------------------------------------------------------------------------------- /Week5/assignments/images/hist_10_bins.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/assignments/images/hist_10_bins.png -------------------------------------------------------------------------------- /Week5/assignments/images/hist_50_bins.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/assignments/images/hist_50_bins.png -------------------------------------------------------------------------------- /Week5/assignments/images/kde_scipy.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/assignments/images/kde_scipy.png -------------------------------------------------------------------------------- /Week5/assignments/images/kde_sklearn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/assignments/images/kde_sklearn.png -------------------------------------------------------------------------------- /Week5/assignments/images/pair_grid_physical.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/assignments/images/pair_grid_physical.png -------------------------------------------------------------------------------- /Week5/assignments/images/pca.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/assignments/images/pca.png -------------------------------------------------------------------------------- /Week5/assignments/images/pca_pair_plot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/assignments/images/pca_pair_plot.png -------------------------------------------------------------------------------- /Week5/assignments/images/rug_jittered.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/assignments/images/rug_jittered.png -------------------------------------------------------------------------------- /Week5/assignments/images/rug_no_jitter.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/assignments/images/rug_no_jitter.png -------------------------------------------------------------------------------- /Week5/assignments/images/var_naive.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/assignments/images/var_naive.png -------------------------------------------------------------------------------- /Week5/assignments/images/var_scaled.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/assignments/images/var_scaled.png -------------------------------------------------------------------------------- /Week5/assignments/w5p1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/assignments/w5p1.ipynb -------------------------------------------------------------------------------- /Week5/assignments/w5p2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/assignments/w5p2.ipynb -------------------------------------------------------------------------------- /Week5/assignments/w5p3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/assignments/w5p3.ipynb -------------------------------------------------------------------------------- /Week5/index.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/index.ipynb -------------------------------------------------------------------------------- /Week5/lesson1.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/lesson1.md -------------------------------------------------------------------------------- /Week5/lesson2.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/lesson2.md -------------------------------------------------------------------------------- /Week5/lesson3.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/lesson3.md -------------------------------------------------------------------------------- /Week5/notebooks/helper_code/digits.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/notebooks/helper_code/digits.py -------------------------------------------------------------------------------- /Week5/notebooks/helper_code/iris.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/notebooks/helper_code/iris.py -------------------------------------------------------------------------------- /Week5/notebooks/helper_code/mlplots.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/notebooks/helper_code/mlplots.py -------------------------------------------------------------------------------- /Week5/notebooks/intro2cluster.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/notebooks/intro2cluster.ipynb -------------------------------------------------------------------------------- /Week5/notebooks/intro2de.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/notebooks/intro2de.ipynb -------------------------------------------------------------------------------- /Week5/notebooks/intro2dr.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week5/notebooks/intro2dr.ipynb -------------------------------------------------------------------------------- /Week6/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week6/README.md -------------------------------------------------------------------------------- /Week6/assignments/images/cancelled_outliers.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week6/assignments/images/cancelled_outliers.png -------------------------------------------------------------------------------- /Week6/assignments/images/flights_outliers.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week6/assignments/images/flights_outliers.png -------------------------------------------------------------------------------- /Week6/assignments/images/two_dim_outliers.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week6/assignments/images/two_dim_outliers.png -------------------------------------------------------------------------------- /Week6/assignments/images/valid_curve.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week6/assignments/images/valid_curve.png -------------------------------------------------------------------------------- /Week6/assignments/w6p1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week6/assignments/w6p1.ipynb -------------------------------------------------------------------------------- /Week6/assignments/w6p2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week6/assignments/w6p2.ipynb -------------------------------------------------------------------------------- /Week6/index.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week6/index.ipynb -------------------------------------------------------------------------------- /Week6/lesson1.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week6/lesson1.md -------------------------------------------------------------------------------- /Week6/lesson2.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week6/lesson2.md -------------------------------------------------------------------------------- /Week6/lesson3.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week6/lesson3.md -------------------------------------------------------------------------------- /Week6/notebooks/helper_code/digits.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week6/notebooks/helper_code/digits.py -------------------------------------------------------------------------------- /Week6/notebooks/helper_code/vlcurves.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week6/notebooks/helper_code/vlcurves.py -------------------------------------------------------------------------------- /Week6/notebooks/intro2ad.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week6/notebooks/intro2ad.ipynb -------------------------------------------------------------------------------- /Week6/notebooks/intro2pc.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week6/notebooks/intro2pc.ipynb -------------------------------------------------------------------------------- /Week6/notebooks/intro2rs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week6/notebooks/intro2rs.ipynb -------------------------------------------------------------------------------- /Week7/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week7/README.md -------------------------------------------------------------------------------- /Week7/assignments/w7p1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week7/assignments/w7p1.ipynb -------------------------------------------------------------------------------- /Week7/assignments/w7p2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week7/assignments/w7p2.ipynb -------------------------------------------------------------------------------- /Week7/assignments/w7p3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week7/assignments/w7p3.ipynb -------------------------------------------------------------------------------- /Week7/index.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week7/index.ipynb -------------------------------------------------------------------------------- /Week7/lesson1.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week7/lesson1.md -------------------------------------------------------------------------------- /Week7/lesson2.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week7/lesson2.md -------------------------------------------------------------------------------- /Week7/lesson3.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week7/lesson3.md -------------------------------------------------------------------------------- /Week7/notebooks/helper_code/mlplots.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week7/notebooks/helper_code/mlplots.py -------------------------------------------------------------------------------- /Week7/notebooks/intro2ta.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week7/notebooks/intro2ta.ipynb -------------------------------------------------------------------------------- /Week7/notebooks/intro2tc.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week7/notebooks/intro2tc.ipynb -------------------------------------------------------------------------------- /Week7/notebooks/intro2tm.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week7/notebooks/intro2tm.ipynb -------------------------------------------------------------------------------- /Week8/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/README.md -------------------------------------------------------------------------------- /Week8/assignments/w8p1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/assignments/w8p1.ipynb -------------------------------------------------------------------------------- /Week8/assignments/w8p2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/assignments/w8p2.ipynb -------------------------------------------------------------------------------- /Week8/assignments/w8p3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/assignments/w8p3.ipynb -------------------------------------------------------------------------------- /Week8/index.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/index.ipynb -------------------------------------------------------------------------------- /Week8/lesson1.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/lesson1.md -------------------------------------------------------------------------------- /Week8/lesson2.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/lesson2.md -------------------------------------------------------------------------------- /Week8/lesson3.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/lesson3.md -------------------------------------------------------------------------------- /Week8/notebooks/data/ham/kmdb.eml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/data/ham/kmdb.eml -------------------------------------------------------------------------------- /Week8/notebooks/data/ham/prg.eml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/data/ham/prg.eml -------------------------------------------------------------------------------- /Week8/notebooks/data/ham/pvc.eml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/data/ham/pvc.eml -------------------------------------------------------------------------------- /Week8/notebooks/data/ham/rw6.eml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/data/ham/rw6.eml -------------------------------------------------------------------------------- /Week8/notebooks/data/ham/rw7.eml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/data/ham/rw7.eml -------------------------------------------------------------------------------- /Week8/notebooks/data/ham/w7.eml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/data/ham/w7.eml -------------------------------------------------------------------------------- /Week8/notebooks/data/spam/add.eml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/data/spam/add.eml -------------------------------------------------------------------------------- /Week8/notebooks/data/spam/cnn.eml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/data/spam/cnn.eml -------------------------------------------------------------------------------- /Week8/notebooks/data/spam/lcm.eml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/data/spam/lcm.eml -------------------------------------------------------------------------------- /Week8/notebooks/data/spam/mws.eml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/data/spam/mws.eml -------------------------------------------------------------------------------- /Week8/notebooks/data/spam/prs.eml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/data/spam/prs.eml -------------------------------------------------------------------------------- /Week8/notebooks/data/spam/vsfih.eml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/data/spam/vsfih.eml -------------------------------------------------------------------------------- /Week8/notebooks/images/html-table.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/images/html-table.png -------------------------------------------------------------------------------- /Week8/notebooks/images/info102-javascript.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/images/info102-javascript.png -------------------------------------------------------------------------------- /Week8/notebooks/images/info102-sections.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/images/info102-sections.png -------------------------------------------------------------------------------- /Week8/notebooks/images/twitter-access.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/images/twitter-access.png -------------------------------------------------------------------------------- /Week8/notebooks/images/twitter-agree.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/images/twitter-agree.png -------------------------------------------------------------------------------- /Week8/notebooks/images/twitter-app-signin.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/images/twitter-app-signin.png -------------------------------------------------------------------------------- /Week8/notebooks/images/twitter-appdetails.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/images/twitter-appdetails.png -------------------------------------------------------------------------------- /Week8/notebooks/images/twitter-apppage.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/images/twitter-apppage.png -------------------------------------------------------------------------------- /Week8/notebooks/images/twitter-appwebpage.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/images/twitter-appwebpage.png -------------------------------------------------------------------------------- /Week8/notebooks/images/twitter-consume.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/images/twitter-consume.png -------------------------------------------------------------------------------- /Week8/notebooks/images/twitter-create.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/images/twitter-create.png -------------------------------------------------------------------------------- /Week8/notebooks/images/twitter-manage.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/images/twitter-manage.png -------------------------------------------------------------------------------- /Week8/notebooks/images/twitter-ro.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/images/twitter-ro.png -------------------------------------------------------------------------------- /Week8/notebooks/images/twitter-signin.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/images/twitter-signin.png -------------------------------------------------------------------------------- /Week8/notebooks/intro2sme.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/intro2sme.ipynb -------------------------------------------------------------------------------- /Week8/notebooks/intro2smt.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/intro2smt.ipynb -------------------------------------------------------------------------------- /Week8/notebooks/intro2smw.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week8/notebooks/intro2smw.ipynb -------------------------------------------------------------------------------- /Week9/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week9/README.md -------------------------------------------------------------------------------- /Week9/assignments/w9p1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week9/assignments/w9p1.ipynb -------------------------------------------------------------------------------- /Week9/assignments/w9p2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week9/assignments/w9p2.ipynb -------------------------------------------------------------------------------- /Week9/assignments/w9p3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week9/assignments/w9p3.ipynb -------------------------------------------------------------------------------- /Week9/index.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week9/index.ipynb -------------------------------------------------------------------------------- /Week9/lesson1.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week9/lesson1.md -------------------------------------------------------------------------------- /Week9/lesson2.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week9/lesson2.md -------------------------------------------------------------------------------- /Week9/lesson3.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week9/lesson3.md -------------------------------------------------------------------------------- /Week9/notebooks/helper_code/mlplots.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week9/notebooks/helper_code/mlplots.py -------------------------------------------------------------------------------- /Week9/notebooks/helper_code/tpterms.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week9/notebooks/helper_code/tpterms.py -------------------------------------------------------------------------------- /Week9/notebooks/helper_code/wcviz.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week9/notebooks/helper_code/wcviz.py -------------------------------------------------------------------------------- /Week9/notebooks/intro2nlp-bc.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week9/notebooks/intro2nlp-bc.ipynb -------------------------------------------------------------------------------- /Week9/notebooks/intro2nlp-sa.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week9/notebooks/intro2nlp-sa.ipynb -------------------------------------------------------------------------------- /Week9/notebooks/intro2nlp-tm.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/Week9/notebooks/intro2nlp-tm.ipynb -------------------------------------------------------------------------------- /images/Draft for Will.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/images/Draft for Will.png -------------------------------------------------------------------------------- /images/Draft_Version_picture.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/images/Draft_Version_picture.png -------------------------------------------------------------------------------- /images/gitbadge.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/images/gitbadge.png -------------------------------------------------------------------------------- /images/pull_request_0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/images/pull_request_0.png -------------------------------------------------------------------------------- /images/pull_request_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/images/pull_request_1.png -------------------------------------------------------------------------------- /images/pull_request_2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/images/pull_request_2.png -------------------------------------------------------------------------------- /images/pull_request_3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/images/pull_request_3.png -------------------------------------------------------------------------------- /images/pull_request_4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/images/pull_request_4.png -------------------------------------------------------------------------------- /index.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/index.ipynb -------------------------------------------------------------------------------- /orientation/Pre-Class_Activity.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/orientation/Pre-Class_Activity.md -------------------------------------------------------------------------------- /orientation/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/orientation/README.md -------------------------------------------------------------------------------- /orientation/index.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/orientation/index.ipynb -------------------------------------------------------------------------------- /orientation/notebooks/images/cell-toolbar.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/orientation/notebooks/images/cell-toolbar.png -------------------------------------------------------------------------------- /orientation/notebooks/images/ipynb-unix.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/orientation/notebooks/images/ipynb-unix.png -------------------------------------------------------------------------------- /orientation/notebooks/images/ipython-help.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/orientation/notebooks/images/ipython-help.png -------------------------------------------------------------------------------- /orientation/notebooks/intro2ipy.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/orientation/notebooks/intro2ipy.ipynb -------------------------------------------------------------------------------- /orientation/syllabus.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lcdm-uiuc/info490-sp16/HEAD/orientation/syllabus.md --------------------------------------------------------------------------------