In-built data |
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Flea beatle measurements |
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Turnable laser measurements from Bellcore |
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Olive oil samples from Italy |
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Monthly ozone measurements over Central America |
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Ratings of different locations across North America |
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Rat CNS Gene Expression |
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Tropical Atmosphere Ocean data |
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Saved history of guided tour with holes |
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Pre-processingFunctions for data pre-processing |
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Center a numeric vector by subtracting off its mean. |
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Rescale a matrix or data frame |
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Tour path constructionFunctions for constructing various tour paths |
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A grand tour path. |
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A guided tour path. |
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A guided section tour path. |
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A little tour path. |
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A local tour path. |
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A radial tour path. |
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A planned tour path. |
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A dependence tour path. |
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The frozen guided tour |
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A frozen tour path. |
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Manually slice along a variable axis. |
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Tour displayFunctions for various tour display |
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Animate a tour path. |
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Andrews' curves tour path animation. |
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Display tour path with a density and scatterplot |
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Display 3d projection with depth cues |
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1d distribution tour path animation. |
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Chernoff faces tour path animation. |
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Display 2D tour projections displayed separately by groups |
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Display a 1D linear aggregation index |
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Image tour path animation. |
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Display tour path with principal component scores with original axes |
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Parallel coordinates tour path animation. |
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Display tour path with a sage scatterplot |
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Scatterplot matrix tour path animation. |
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Display tour path with a sliced scatterplot |
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Star glyph tour path animation. |
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Anaglpyh tour path animation. |
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Display tour path with trails |
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Display tour path with a scatterplot |
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IndicesIndex functions in guided tour |
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Central mass index. |
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Holes index. |
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LDA projection pursuit index. |
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PDA projection pursuit index. |
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Distance correlation index. |
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Spline based index. |
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Section pursuit index. |
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Normality index. |
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Search functionsFunctions for index optimisation in guided tour |
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Search for a better projection near the current projection. |
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Search for a better projection using simulated annealing |
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A pseudo-derivative, line search algorithm. |
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Search very locally to find slightly better projections to polish a broader search. |
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Search for a better projection based on Poss, 1995 |
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Misc calculationFunctions for calculating various tour components |
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Calculate orthogonal distances |
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Compute Andrews' curves |
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Returns n equidistant bins between -pi and pi |
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Returns n equidistant bins between a and b |
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Estimate cutoff eps for section pursuit. |
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Interpolate geodesically between bases. |
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Compute distance matrix from bases. |
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Compute index values for a tour history. |
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Calculate the distance between two bases. |
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Utility |
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Draw the path that the geodesics took. |
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Render frames of animation to disk |
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Render frames of animation to a gif file |
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Render plotly animation frame |
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Render a set of animation frames |
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Draw tour axes on the projected data with base graphics |
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Save tour history. |
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Test if all entries are colors |
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Map vector of factors to color |
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Map vector of factors to pch |
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Sphere a matrix (or data frame) by transforming variables to principal components. |