Index

A

anscombe() (in module yellowbrick.anscombe)

C

class_balance() (in module yellowbrick.classifier) ClassBalance (class in yellowbrick.classifier) classification_report() (in module yellowbrick.classifier) ClassificationReport (class in yellowbrick.classifier)

ClassificationScoreVisualizer (class in yellowbrick.classifier) color_palette() (in module yellowbrick.style.palettes) ColorMap (class in yellowbrick.style.colors) colors (yellowbrick.style.colors.ColorMap attribute)

D

DataVisualizer (class in yellowbrick.features.base) docutil (class in yellowbrick.utils) draw() (yellowbrick.base.ScoreVisualizer method) (yellowbrick.base.Visualizer method) (yellowbrick.classifier.ClassBalance method) (yellowbrick.classifier.ClassificationReport method) (yellowbrick.classifier.ROCAUC method) (yellowbrick.features.pcoords.ParallelCoordinates method) (yellowbrick.features.radviz.RadialVisualizer method) (yellowbrick.features.rankd.Rank2D method) (yellowbrick.pipeline.VisualPipeline method) (yellowbrick.regressor.PredictionError method) (yellowbrick.regressor.ResidualsPlot method) (yellowbrick.text.freqdist.FreqDistVisualizer method) (yellowbrick.text.tsne.TSNEVisualizer method)

draw_best_fit() (in module yellowbrick.bestfit)

F

FeatureVisualizer (class in yellowbrick.features.base) finalize() (yellowbrick.base.Visualizer method) (yellowbrick.classifier.ClassBalance method) (yellowbrick.classifier.ClassificationReport method) (yellowbrick.classifier.ROCAUC method) (yellowbrick.features.pcoords.ParallelCoordinates method) (yellowbrick.features.radviz.RadialVisualizer method) (yellowbrick.features.rankd.Rank2D method) (yellowbrick.regressor.PredictionError method) (yellowbrick.regressor.ResidualsPlot method) (yellowbrick.text.freqdist.FreqDistVisualizer method) (yellowbrick.text.tsne.TSNEVisualizer method) fit() (yellowbrick.base.ModelVisualizer method) (yellowbrick.base.ScoreVisualizer method) (yellowbrick.base.Visualizer method) (yellowbrick.classifier.ClassBalance method) (yellowbrick.classifier.ClassificationReport method) (yellowbrick.features.base.DataVisualizer method) (yellowbrick.features.base.FeatureVisualizer method) (yellowbrick.features.rankd.Rank2D method) (yellowbrick.regressor.ResidualsPlot method) (yellowbrick.text.base.TextVisualizer method) (yellowbrick.text.freqdist.FreqDistVisualizer method) (yellowbrick.text.tsne.TSNEVisualizer method)

fit_draw() (yellowbrick.base.Visualizer method) fit_draw_poof() (yellowbrick.base.Visualizer method) fit_exponential() (in module yellowbrick.bestfit) fit_linear() (in module yellowbrick.bestfit) fit_log() (in module yellowbrick.bestfit) fit_quadratic() (in module yellowbrick.bestfit) fit_select_best() (in module yellowbrick.bestfit) fit_transform_poof() (yellowbrick.features.base.FeatureVisualizer method) (yellowbrick.pipeline.VisualPipeline method) (yellowbrick.text.base.TextVisualizer method) freq_dist() (yellowbrick.text.freqdist.FreqDistVisualizer method) freqdist() (in module yellowbrick.text.freqdist) FreqDistVisualizer (class in yellowbrick.text.freqdist)

G

gca() (yellowbrick.base.Visualizer method) generate_subplots() (yellowbrick.base.MultiModelMixin method) get_color_cycle() (in module yellowbrick.style.colors)

get_counts() (yellowbrick.text.freqdist.FreqDistVisualizer method) get_model_name() (in module yellowbrick.utils) get_version() (in module yellowbrick.version)

I

is_classifier() (in module yellowbrick.utils) is_dataframe() (in module yellowbrick.utils) is_estimator() (in module yellowbrick.utils) is_regressor() (in module yellowbrick.utils)

isclassifier() (in module yellowbrick.utils) isdataframe() (in module yellowbrick.utils) isestimator() (in module yellowbrick.utils) isregressor() (in module yellowbrick.utils)

M

make_transformer() (yellowbrick.text.tsne.TSNEVisualizer method) memoized() (in module yellowbrick.utils)

ModelError ModelVisualizer (class in yellowbrick.base) MultiModelMixin (class in yellowbrick.base)

N

normalize() (yellowbrick.features.radviz.RadialVisualizer static method)

P

parallel_coordinates() (in module yellowbrick.features.pcoords) ParallelCoordinates (class in yellowbrick.features.pcoords) poof() (yellowbrick.base.Visualizer method) (yellowbrick.pipeline.VisualPipeline method)

predict() (yellowbrick.base.ModelVisualizer method) (yellowbrick.base.MultiModelMixin method) (yellowbrick.base.ScoreVisualizer method) prediction_error() (in module yellowbrick.regressor) PredictionError (class in yellowbrick.regressor)

R

RadialVisualizer (class in yellowbrick.features.radviz) RadViz (in module yellowbrick.features.radviz) radviz() (in module yellowbrick.features.radviz) rank() (yellowbrick.features.rankd.Rank2D method) Rank2D (class in yellowbrick.features.rankd) rank2d() (in module yellowbrick.features.rankd) ranking_methods (yellowbrick.features.rankd.Rank2D attribute)

RegressionScoreVisualizer (class in yellowbrick.regressor) reset_defaults() (in module yellowbrick.style.rcmod) reset_orig() (in module yellowbrick.style.rcmod) residuals_plot() (in module yellowbrick.regressor) ResidualsPlot (class in yellowbrick.regressor) resolve_colors() (in module yellowbrick.style.colors) roc_auc() (in module yellowbrick.classifier) ROCAUC (class in yellowbrick.classifier)

S

score() (yellowbrick.classifier.ClassBalance method) (yellowbrick.classifier.ClassificationReport method) (yellowbrick.classifier.ROCAUC method) (yellowbrick.regressor.PredictionError method) (yellowbrick.regressor.ResidualsPlot method)

ScoreVisualizer (class in yellowbrick.base) set_aesthetic() (in module yellowbrick.style.rcmod) set_color_codes() (in module yellowbrick.style.palettes) set_palette() (in module yellowbrick.style.rcmod) set_style() (in module yellowbrick.style.rcmod) set_title() (yellowbrick.base.Visualizer method)

T

TextVisualizer (class in yellowbrick.text.base) transform() (yellowbrick.features.base.FeatureVisualizer method) (yellowbrick.features.rankd.Rank2D method) (yellowbrick.text.base.TextVisualizer method)

tsne() (in module yellowbrick.text.tsne) TSNEVisualizer (class in yellowbrick.text.tsne)

V

visual_steps (yellowbrick.pipeline.VisualPipeline attribute) VisualError

Visualizer (class in yellowbrick.base) VisualPipeline (class in yellowbrick.pipeline)

Y

yellowbrick (module) yellowbrick.anscombe (module) yellowbrick.base (module) yellowbrick.bestfit (module) yellowbrick.classifier (module) yellowbrick.exceptions (module) yellowbrick.features.base (module) yellowbrick.features.pcoords (module) yellowbrick.features.radviz (module) yellowbrick.features.rankd (module) yellowbrick.pipeline (module)

yellowbrick.regressor (module) yellowbrick.style.colors (module) yellowbrick.style.palettes (module) yellowbrick.style.rcmod (module) yellowbrick.text.base (module) yellowbrick.text.freqdist (module) yellowbrick.text.tsne (module) yellowbrick.utils (module) yellowbrick.version (module) YellowbrickError YellowbrickTypeError YellowbrickValueError