tree_frogs -> taxi in "What Makes a Model"
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sync up slides and classwork
simonpcouch
commented
Jul 7, 2023
Merge branch '2023-nyr' into 2023-nyr-what-makes # Conflicts: # docs/search.json # docs/sitemap.xml # docs/slides/03-what-makes-a-model.html
EmilHvitfeldt
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Jul 8, 2023
Merge branch '2023-nyr' into 2023-nyr-what-makes # Conflicts: # docs/search.json # docs/sitemap.xml # docs/slides/03-what-makes-a-model.html
topepo
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Jul 11, 2023
* transition tree frogs to taxi data in "Your Data Budget" * remove redundant `notes` * update to taxi data * correct case, stratify by outcome * ask for logistic regression * bump bins 20 -> 100 * `table()` -> `count()` * start with univariate plot of outcome * use same assignment pattern as classwork * project so far * plot event rate before stratifying * add spinning taxi svg! * day 1 - don't peek at the test set * first draft evaluating models * Advanced class tuning intro and grid search (#106) * itemize for different workshops * fix ROC code * initial files * render * a recipe and tuning parameters * more grid search * added animations and more hexes * small update * Apply suggestions from code review Co-authored-by: Simon P. Couch <simonpatrickcouch@gmail.com> * update main page with archive and pkg installs * updated based on review comments * name change (this will be the second section) * small updates * re-render * one other reviewer suggestion --------- Co-authored-by: Simon P. Couch <simonpatrickcouch@gmail.com> * reverse `tip` factor levels when visualizing (#122) * Apply suggestions from code review Co-authored-by: Simon P. Couch <simonpatrickcouch@gmail.com> Co-authored-by: Hannah Frick <hfrick@users.noreply.github.com> * reknit with suggested changes * back to more complicated tree * use brier_score in "your turn" * update classwork * last set of changes * use fig.path in evaluating models ref #121 * racing content files (#131) * iterative search content files (#132) * remove old feature engineering files * remove old data files * reset scratch files * remove old tuning slides * slots for extra slides * re-render * Reorganize the case study in Reykjavik to extra slides (#133) * transit case study files * note about stacking * add `fig.path`, name chunks in "Your Data Budget" (#125) * add `fig.path`, name chunks in "Your Data Budget" * remove unused files * update `img` refs * `tree_frogs` -> `taxi` in "What Makes a Model" (#113) * `tree_frogs` -> `taxi` in "What Makes a Model" * add duplicate `images/taxi.png` * use emil's lovely animated taxi * model intro: lm -> log reg * render * "own model" instead of "log reg" sync up slides and classwork * render --------- Co-authored-by: Hannah Frick <hannah@rstudio.com> * Feature engineering slides (#127) * content additions * small updates * Apply suggestions from code review Co-authored-by: Hannah Frick <hfrick@users.noreply.github.com> Co-authored-by: Emil Hvitfeldt <emil.hvitfeldt@posit.co> * Apply suggestions from code review Co-authored-by: Hannah Frick <hfrick@users.noreply.github.com> * move metrics to previous slides * missing hexes * updates form reviewer feedback * missing hexes * make hexes on slides sort from a-z --------- Co-authored-by: Hannah Frick <hfrick@users.noreply.github.com> Co-authored-by: Emil Hvitfeldt <emil.hvitfeldt@posit.co> * Folding in the feature hashing parameters for tuning (#134) * move gif file to be with the rest of its people * OMG yes * add hash tuning * remove redundant slide (shown better in later section) * small grid updates * changes based on reviewer feedback * adding feature hashing parameters for racing (#135) * updates with hash features * add hexes * Effect encoding extras (#136) * effect encoding content * player -> agent * small updates * changes for #121 * trim file before new PR so that we can render * remove old files for #121 * add missing hex * re-render * add missing hex * Annotation changes/fixes and a few minor updates (#138) * add link to a racing animation * reduce redundancy * use a unique slide title to link the annotation * remove hockey data splitting annotation * remove validation-set related annotation for final fit * remove the hockey-related annotation since we don't have the same issue * more and edit the effect encoding annotations * remove more hockey annotations and interpretation annotations * update early stopping annotation * remove answer before the question :-/ * update the annotation on updating parameter ranges * validation set annotation about new version of rsample * delimiters for files in annotations * re-render * correct bonsai pkg name * update intro * refer back to whole game * avoid overlap between taxi and header * change cloud url to a note about slack. * discuss predictor pre-selection * no caching * remove figures in wrong directories * 2023 nyr render (#145) * render 01-intro * render 02-data-budget * render 03-what-makes-a-model * render 04-evaluating-models * render advanced-01-feature-engineering * render advanced-02-tuning-hyperparameters * render advanced-03-racing * render advanced-04-iterative * render extras-effect-encodings * re-run with newer quarto version --------- Co-authored-by: Max Kuhn <mxkuhn@gmail.com> --------- Co-authored-by: simonpcouch <simonpatrickcouch@gmail.com> Co-authored-by: Hannah Frick <hannah@rstudio.com> Co-authored-by: Hannah Frick <hfrick@users.noreply.github.com> Co-authored-by: Emil Hvitfeldt <emilhhvitfeldt@gmail.com> Co-authored-by: Emil Hvitfeldt <emil.hvitfeldt@posit.co>
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Minimal changes for the "What Makes a Model" section with an eye for the work in #109. Briefly started some code to visualize the logit but neither of the numeric variables separate outcome classes well so it seems like that visualization might ultimately be a bit confusing—leaving that for follow-up edits. :)