smile-kotlin/smile.plot.swing

Package-level declarations

Mathematical and statistical Swing plots.

Swing based data visualization provides interactive charts and graphs including scatter plots, line plots, bar charts, box plots, histograms, QQ plots, heatmaps, contour plots, 3D surface and wireframe plots, and dendrograms.

Types

CanvasWindow

data class CanvasWindow(val frame: JFrame, val canvas: Canvas) : JWindow

Plot canvas window.

Html

object Html

HTML <img> tag generator for Figure and JComponent.

JWindow

interface JWindow

JFrame window wrapper.

MultiFigureWindow

data class MultiFigureWindow(val frame: JFrame, val canvas: MultiFigurePane) : JWindow

Multi-figure plot window.

Functions

barplot

fun barplot(data: DoubleArray): Canvas

fun barplot(data: IntArray): Canvas

Bar plot.

fun barplot(data: Array<DoubleArray>, labels: Array<String>): Canvas

Grouped bar plot.

boxplot

fun boxplot(vararg data: DoubleArray): Canvas

Box plot from variable arrays.

fun boxplot(data: Array<DoubleArray>, labels: Array<String>): Canvas

Box plot with labels.

fun boxplot(data: DataFrame, vararg labels: String): Canvas

Box plot from a data frame.

contour

fun contour(z: Array<DoubleArray>): Canvas

Contour plot.

fun contour(z: Array<DoubleArray>, levels: DoubleArray): Canvas

Contour plot with specified levels.

fun contour(x: DoubleArray, y: DoubleArray, z: Array<DoubleArray>): Canvas

Contour plot with grid coordinates.

dendrogram

fun dendrogram(hc: HierarchicalClustering): Canvas

Dendrogram for hierarchical clustering.

fun dendrogram(merge: Array<IntArray>, height: DoubleArray): Canvas

Dendrogram for hierarchical clustering tree and heights.

grid

fun grid(data: Array<Array<DoubleArray>>): Canvas

2D grid plot.

heatmap

fun heatmap(z: Array<DoubleArray>, palette: Array<Color> = Palette.jet(16)): Canvas

Pseudo heatmap plot.

fun heatmap(rowLabels: Array<String>, columnLabels: Array<String>, z: Array<DoubleArray>, palette: Array<Color> = Palette.jet(16)): Canvas

Pseudo heatmap plot with row and column labels.

fun heatmap(x: DoubleArray, y: DoubleArray, z: Array<DoubleArray>, palette: Array<Color> = Palette.jet(16)): Canvas

Pseudo heatmap plot with coordinate axes.

hexmap

fun hexmap(z: Array<DoubleArray>, palette: Array<Color> = Palette.jet(16)): Canvas

Heatmap with hex shape.

hist

fun hist(data: DoubleArray, breaks: DoubleArray, prob: Boolean = false, color: Color = Color.BLUE): Canvas

Histogram plot with custom breaks.

fun hist(data: DoubleArray, k: Int = 10, prob: Boolean = false, color: Color = Color.BLUE): Canvas

Histogram plot.

hist3

fun hist3(data: Array<DoubleArray>, xbins: Int = 10, ybins: Int = 10, prob: Boolean = false, palette: Array<Color> = Palette.jet(16)): Canvas

3D histogram plot.

line

fun line(data: Array<DoubleArray>, style: Line.Style = Line.Style.SOLID, color: Color = Color.BLACK, mark: Char = ' ', label: String? = null): Canvas

Line plot.

plot

fun plot(x: Array<DoubleArray>, y: Array<String>, mark: Char = '*'): Canvas

Scatter plot with string group labels.

fun plot(x: Array<DoubleArray>, mark: Char = '*', color: Color = Color.BLACK): Canvas

Scatter plot.

fun plot(x: Array<DoubleArray>, y: IntArray, mark: Char = '*'): Canvas

Scatter plot with integer class labels.

fun plot(data: DataFrame, x: String, y: String, mark: Char = '*', color: Color = Color.BLACK): Canvas

Scatter plot from a data frame.

fun plot(data: DataFrame, x: String, y: String, category: String, mark: Char = '*'): Canvas

Scatter plot from a data frame with color by category.

fun plot(data: DataFrame, x: String, y: String, z: String, mark: Char = '*', color: Color = Color.BLACK): Canvas

3D Scatter plot from a data frame.

fun plot(data: DataFrame, x: String, y: String, z: String, category: String, mark: Char = '*'): Canvas

3D Scatter plot from a data frame with color by category.

qqplot

fun qqplot(x: DoubleArray): Canvas

QQ plot of samples to standard normal distribution.

fun qqplot(x: DoubleArray, y: DoubleArray): Canvas

QQ plot of two continuous sample sets.

fun qqplot(x: DoubleArray, d: Distribution): Canvas

QQ plot of samples to given distribution.

fun qqplot(x: IntArray, y: IntArray): Canvas

QQ plot of two discrete sample sets.

fun qqplot(x: IntArray, d: DiscreteDistribution): Canvas

QQ plot of samples to given discrete distribution.

screeplot

fun screeplot(varianceProportion: DoubleArray): Canvas

Scree plot for principal component analysis.

show

fun show(scene: Scene): JFrame

Shows a scene in a new window.

splom

fun splom(data: DataFrame, mark: Char = '*', color: Color = Color.BLACK): MultiFigurePane

Scatterplot Matrix (SPLOM).

fun splom(data: DataFrame, mark: Char, category: String): MultiFigurePane

fun splom(data: DataFrame, category: String, mark: Char = '*'): MultiFigurePane

Scatterplot Matrix (SPLOM) with color by category.

spy

fun spy(matrix: SparseMatrix, k: Int = 1): Canvas

Visualize sparsity pattern.

staircase

fun staircase(data: Array<DoubleArray>, color: Color = Color.BLACK, label: String? = null): Canvas

Staircase line plot.

surface

fun surface(z: Array<DoubleArray>, palette: Array<Color> = Palette.jet(16)): Canvas

3D surface plot.

fun surface(x: DoubleArray, y: DoubleArray, z: Array<DoubleArray>, palette: Array<Color> = Palette.jet(16)): Canvas

3D surface plot with coordinate grid.

text

fun text(texts: Array<String>, coordinates: Array<DoubleArray>): Canvas

Text plot.

wireframe

fun wireframe(vertices: Array<DoubleArray>, edges: Array<IntArray>): Canvas

Wireframe plot.