Copyright pictures

[KatyFisch]

find . -name '*.Rnw' | ack -x 'figure_man/' ./03-performance/slides-nested-resampling.Rnw 18:\includegraphics{figure_man/test_train.png} 32:\includegraphics{figure_man/test_valid_train.png} 65:\includegraphics{figure_man/cross-validation.pdf} 181: \includegraphics[width=9.5cm]{figure_man/Nested_Resampling.png}

./03-performance/slides-roc-confusion.Rnw 70:\includegraphics[width=0.9\textwidth]{figure_man/roc-confusion_matrix.png} 225:% \includegraphics[width=0.7\textwidth]{figure_man/roc-confusion_matrix_example.png} 235: \item[] \includegraphics[width=0.9\textwidth]{figure_man/roc-multiclass_confmatrix.png} 244: \item[] \includegraphics[width=0.9\textwidth]{figure_man/roc-multiclass_confmatrix.png} 433:\includegraphics[width=0.45\textwidth]{figure_man/roc_space.png} 451:\includegraphics[width=0.45\textwidth]{figure_man/roc-inv.png} 467:% \includegraphics[width=0.5\textwidth]{figure_man/roc-plot-classifiers.png} 483:% \includegraphics[width=0.45\textwidth]{figure_man/roc-convex-hull.png} 536:% \includegraphics[width=\textwidth]{figure_man/iso_lines.png} 570:% \includegraphics[width=0.65\textwidth]{figure_man/roc-convex-hull.png} 610:% \includegraphics[width=0.55\textwidth]{figure_man/roc-convex-hull-best-acc-1.png} 620:% \includegraphics[width=0.55\textwidth]{figure_man/roc-convex-hull-best-acc-2.png} 630:% \includegraphics[width=0.55\textwidth]{figure_man/roc-convex-hull-best-acc-3.png} 682:\includegraphics[width=0.7\textwidth]{figure_man/roc-naive-method.png} 721:\includegraphics[page=1]{figure_man/gif.pdf} 729:\includegraphics[page=2]{figure_man/gif.pdf} 737:\includegraphics[page=3]{figure_man/gif.pdf} 745:\includegraphics[page=4]{figure_man/gif.pdf} 753:\includegraphics[page=5]{figure_man/gif.pdf} 761:\includegraphics[page=6]{figure_man/gif.pdf} 769:\includegraphics[page=7]{figure_man/gif.pdf} 777:\includegraphics[page=20]{figure_man/gif.pdf} 783:\includegraphics[width=0.5\textwidth]{figure_man/roc-curve-ex1.png} 824:% \includegraphics[width=0.75\textwidth]{figure_man/roc-curve-ex2.png} 835:\includegraphics[width=0.6\textwidth]{figure_man/roc-curves.png} 870:\includegraphics[width=0.75\textwidth]{figure_man/roc-auc-ex1.png} 882:% \includegraphics[width=0.8\textwidth]{figure_man/roc-mannwhitney3.png} 890:% \includegraphics[width=0.5\textwidth]{figure_man/roc-mannwhitney2.png} 904:% \includegraphics[width=0.5\textwidth]{figure_man/roc-mannwhitney2.png}

./03-performance/slides-resampling.Rnw 29: \includegraphics[width=5cm]{figure_man/ml_abstraction-crop}

./03-performance/slides-intro-performance.Rnw 161: \includegraphics[height=0.8\textheight, keepaspectratio]{figure_man/biasvariance.png} 280: \includegraphics[width=7cm]{figure_man/bias_variance.png}

./01-intro/slides-tasks.Rnw 26:\includegraphics[width=0.98\textwidth]{figure_man/food.png} 490:% \includegraphics[width=.5\textwidth]{figure_man/semi1.png}\ 491:% \includegraphics[width=.5\textwidth]{figure_man/semi3.png}\ 493:% \includegraphics[width=.5\textwidth]{figure_man/semi7.png} 513:% \includegraphics[width=1\textwidth]{figure_man/semi-clustering.png} 536:% \includegraphics[width=.8\textwidth]{figure_man/active1.png}\ 539:% \includegraphics[width=.8\textwidth]{figure_man/active3.png}\ 542:% \includegraphics[width=.8\textwidth]{figure_man/active5.png} 546:% \includegraphics[width=.8\textwidth]{figure_man/active2.png}\ 549:% \includegraphics[width=.8\textwidth]{figure_man/active4.png}\ 552:% \includegraphics[width=.8\textwidth]{figure_man/active6.png}\ 586:% % \includegraphics[width=1\textwidth]{figure_man/state_action_reward_diagram.png}

./01-intro/slides-knn.Rnw 22:% \includegraphics[width=.5\textwidth]{figure_man/nn.png}

./01-intro/slides-intro.Rnw 24: \includegraphics[width=\textwidth]{figure_man/gears.png} 52:\begin{center}\includegraphics[width=0.95\textwidth]{figure_man/learning} \end{center} 137:\begin{center}\includegraphics[width=0.8\textwidth]{figure_man/data_table} \end{center} 164:\begin{center}\includegraphics[width=0.9\textwidth]{figure_man/new_data0_web} \end{center} 182:\begin{center}\includegraphics[width=0.9\textwidth]{figure_man/new_data1_web} \end{center} 243:\begin{center}\includegraphics[width=\textwidth]{figure_man/what_is_a_model_web} \end{center} 298:\begin{center}\includegraphics[width=0.9\textwidth]{figure_man/the_model_web} \end{center} 316:\begin{center}\includegraphics[width=0.7\textwidth]{figure_man/the_inducer_web} \end{center} 332:\begin{center}\includegraphics[width=0.8\textwidth]{figure_man/eval_inducer1_web} \end{center}

./02-classification/slides-logistic.Rnw 527:% \includegraphics{figure_man/mutualinformation.pdf}

./02-classification/slides-cultures.Rnw 200: \node[below=of natur, label=below:algorithm] (algo) {\includegraphics[width = 3cm]{figure_man/machine.png}};

./02-classification/slides-classification.Rnw 47:\includegraphics{figure_man/classifier.pdf}

./04-trees/slides-forests2.Rnw 61:\includegraphics[width = 10.3cm]{figure_man/rF_varImp_permutation.jpg}

./04-trees/slides-forests1.Rnw 203:\begin{center}\includegraphics[width=0.95\textwidth]{figure_man/forest.png}\end{center} 230:\includegraphics{figure_man/rF_oob_error.jpg}

./04-trees/slides-cart2.Rnw 38:\includegraphics[width = \textwidth]{figure_man/monotone_trafo1.png} 48:\includegraphics[width = \textwidth]{figure_man/monotone_trafo2.png}

./04-trees/slides-cart1.Rnw 46: \includegraphics[width= 8cm, height = 5.5cm]{figure_man/labelling_of_tree.png} 139:\includegraphics[height = 0.55\textheight]{figure_man/regression_tree}

./05-misc-topics/slides-tuning.Rnw 136:\includegraphics{figure_man/offline_configuration.png}

./code-demos/code_demo_4.Rnw 124:\includegraphics[height = 7.2cm, keepaspectratio]{figure_man/bm_stable_vs_unstable.jpg}

[fabian-s]

probably not up-to-date. redo & chck, please @KatyFisch

[KatyFisch]

find . -name '*.Rnw' | ack -x 'figure_man/' ./03-performance/slides-roc-1.Rnw 73:\includegraphics[width=0.8\textwidth, height=4cm]{figure_man/roc-confmatrix1.png} 80:\includegraphics[width=0.8\textwidth, height=4cm]{figure_man/roc-confmatrix2.png} 93: \includegraphics[width=\textwidth, height=7cm]{figure_man/roc-confmatrix-example.png} 103:\includegraphics[width=0.95\textwidth]{figure_man/roc-confmatrix-allterms.png}

./03-performance/roc-extra-unused.Rnw 32:% \includegraphics[width=0.75\textwidth]{figure_man/roc-curve-ex2.png} 48:% \includegraphics[width=0.8\textwidth]{figure_man/roc-mannwhitney3.png} 56:% \includegraphics[width=0.5\textwidth]{figure_man/roc-mannwhitney2.png} 70:% \includegraphics[width=0.5\textwidth]{figure_man/roc-mannwhitney2.png}

./03-performance/slides-roc-2.Rnw 13:% \includegraphics[width=0.7\textwidth, height=5.0cm]{figure_man/roc-space1.png} 124:\includegraphics[height=3.5cm,page=2]{figure_man/confusion_matrix_measures} 143:% \includegraphics[width=\textwidth]{figure_man/roc-curves2.png} 300:\includegraphics[width=0.8\textwidth,page=1]{figure_man/auc_interpretation.pdf}

./03-performance/slides-train-test.Rnw 17:\includegraphics[width=\textwidth, height=6cm,page=4]{figure_man/train_error.png} 106:\includegraphics[height=5.5cm]{figure_man/test_error.png}

./03-performance/perf_extra_stuff_unused.Rnw 79: \includegraphics[width=7cm]{figure_man/bias_variance.png}

./03-performance/slides-resampling.Rnw 29:\includegraphics[width=5.5cm]{figure_man/ml_abstraction-crop.pdf} 47:\includegraphics[width=8cm]{figure_man/crossvalidation.png}

./01-intro/slides-tasks.Rnw 71: \includegraphics[width=\textwidth]{figure_man/salary_prediction.png} 118: \includegraphics[width=0.72\textwidth]{figure_man/lie-detector-polygraph.jpg} 161: \includegraphics[width=0.8\textwidth]{figure_man/webmd.png} 234: \includegraphics[height=0.5\textheight]{figure_man/ml-types.png}

./01-intro/slides-knn.Rnw 26:% \includegraphics[width=.5\textwidth]{figure_man/nn.png}

./01-intro/slides-loss.Rnw 88:source("figure_man/plot_loss.R")

./01-intro/slides-limo.Rnw 116:source("figure_man/sse_lm_viz.R") 129:source("figure_man/sse_lm_viz.R") 142:source("figure_man/sse_lm_viz.R") 154:source("figure_man/sse_lm_viz.R") 163:source("figure_man/sse_lm_viz.R") 172:source("figure_man/sse_lm_viz.R") 181:source("figure_man/sse_lm_viz.R") 216:source("figure_man/sse_lm_viz.R") 226:{\centering \includegraphics{figure_man/l2-vs-l1-1.pdf}} 234:{\centering \includegraphics{figure_man/l2-vs-l1-2.pdf}}

./01-intro/slides-intro.Rnw 24: \includegraphics[width=\textwidth]{figure_man/gears.png} 47:% \begin{center}\includegraphics[width=0.95\textwidth]{figure_man/learning} \end{center} 137:\begin{center}\includegraphics[width=0.8\textwidth]{figure_man/data_table} \end{center} 166:\begin{center}\includegraphics[width=0.9\textwidth]{figure_man/new_data0_web} \end{center} 182:\begin{center}\includegraphics[width=0.9\textwidth]{figure_man/new_data1_web} \end{center} 237:\begin{center}\includegraphics[width=\textwidth]{figure_man/what_is_a_model_web} \end{center} 293:\begin{center}\includegraphics[width=0.9\textwidth]{figure_man/the_model_web} \end{center} 312:\begin{center}\includegraphics[width=0.7\textwidth]{figure_man/the_inducer_web} \end{center} 328:\begin{center}\includegraphics[width=0.8\textwidth]{figure_man/eval_inducer1_web} \end{center}

./02-classification/slides-logistic.Rnw 693:% \includegraphics{figure_man/mutualinformation.pdf}

./02-classification/slides-cultures.Rnw 189: \node[below=of natur, label=below:algorithm] (algo) {\includegraphics[width = 3cm]{figure_man/machine.png}};

./02-classification/slides-classification.Rnw 47:{\centering \includegraphics[height = .7\textheight, width = .8\textwidth]{figure_man/classifier.pdf}}

./04-trees/slides-forests2.Rnw 95:\includegraphics[width = 10.3cm]{figure_man/rF_varImp_permutation.png} 190: \begin{center}\includegraphics[width=0.95\textwidth]{figure_man/bm_stable_vs_unstable.pdf}\end{center}{}

./04-trees/slides-forests1.Rnw 39:\includegraphics[width=0.45\textwidth]{figure_man/bootstrapping.png} 53:\includegraphics[width=0.7\textwidth]{figure_man/rf_majvot_averaging.png} 155:\includegraphics[width=0.55\textwidth]{figure_man/forest.png} 287:\includegraphics[width=0.65\textwidth]{figure_man/rF_oob_error.png}

./04-trees/slides-cart2.Rnw 38:\includegraphics[width = \textwidth]{figure_man/monotone_trafo1.png} 48:\includegraphics[width = \textwidth]{figure_man/monotone_trafo2.png}

./04-trees/slides-cart1.Rnw 48: \includegraphics[height = 5.0cm]{figure_man/labelling_of_tree.png} 61: \includegraphics[height = 5.0cm]{figure_man/labelling_of_tree.png} 143:\includegraphics[height = 0.55\textheight]{figure_man/regression_tree}

./attic/slides-tasks.Rnw 26:\includegraphics[width=0.98\textwidth]{figure_man/food.png}

./05-tuning-nested/slides-tuning.Rnw 96: \includegraphics[trim={0cm 0cm 0cm 0cm}, clip, width=1.2\textwidth]{figure_man/chain.jpg} 98:\includegraphics[trim={1cm 0cm 1cm 0cm}, clip, width=1.2\textwidth]{figure_man/tuning_process.jpg}

./05-tuning-nested/slides-nested-resampling.Rnw 139:\includegraphics[width=0.75\textwidth]{figure_man/autotune_in_model_fit.jpg} 152:\includegraphics[height=5.5cm]{figure_man/train_valid_test.jpg} 161:\includegraphics[width=8cm]{figure_man/train_valid_test.jpg} 163:\includegraphics[width=6cm]{figure_man/autotune_in_model_fit.jpg} 170:\begin{center}\includegraphics[height=5.5cm]{figure_man/Nested_Resampling.png}\end{center} 176:\begin{center}\includegraphics[height=5.5cm]{figure_man/Nested_Resampling.png}\end{center} 186:\begin{center}\includegraphics[height=5.5cm]{figure_man/Nested_Resampling.png}\end{center} 197:\begin{center}\includegraphics[height=5.5cm]{figure_man/Nested_Resampling.png}\end{center} 203:\begin{center}\includegraphics[height=5.5cm]{figure_man/Nested_Resampling.png}\end{center}

./code-demos/code_demo_4.Rnw 124:\includegraphics[height = 7.2cm, keepaspectratio]{figure_man/bm_stable_vs_unstable.jpg}

[KatyFisch]

Here the new one, but it's really just the code from the first line... Also this is not supposed to be a list of all pictures that need copyright but more of a list that gets you an idea of how many pictures that might be

[HeidiSeibold]

What are the TODOs here?