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Index
A
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B
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C
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D
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F
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G
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H
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I
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J
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K
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L
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M
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N
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P
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Q
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R
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S
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T
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U
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V
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W
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X
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Y
A
ALGORITHMS (yellowbrick.features.manifold.Manifold attribute)
alphas() (in module yellowbrick.regressor.alphas)
AlphaSelection (class in yellowbrick.regressor.alphas)
anscombe() (in module yellowbrick.anscombe)
B
balanced_binning_reference() (in module yellowbrick.target.binning)
BalancedBinningReference (class in yellowbrick.target.binning)
C
citation (yellowbrick.datasets.base.Corpus property)
(yellowbrick.datasets.base.Dataset property)
class_balance() (in module yellowbrick.target.class_balance)
class_prediction_error() (in module yellowbrick.classifier.class_prediction_error)
ClassBalance (class in yellowbrick.target.class_balance)
classification_report() (in module yellowbrick.classifier.classification_report)
ClassificationReport (class in yellowbrick.classifier.classification_report)
classifier() (in module yellowbrick.contrib.wrapper)
ClassPredictionError (class in yellowbrick.classifier.class_prediction_error)
cluster_centers_ (yellowbrick.cluster.icdm.InterclusterDistance property)
clusterer() (in module yellowbrick.contrib.wrapper)
color_palette() (in module yellowbrick.style.palettes)
ColorMap (class in yellowbrick.style.colors)
colors (yellowbrick.style.colors.ColorMap property)
confusion_matrix() (in module yellowbrick.classifier.confusion_matrix)
ConfusionMatrix (class in yellowbrick.classifier.confusion_matrix)
contents() (yellowbrick.datasets.base.Corpus method)
(yellowbrick.datasets.base.Dataset method)
ContribEstimator (class in yellowbrick.contrib.wrapper)
cooks_distance() (in module yellowbrick.regressor.influence)
CooksDistance (class in yellowbrick.regressor.influence)
Corpus (class in yellowbrick.datasets.base)
correlation_methods (yellowbrick.features.jointplot.JointPlot attribute)
count() (yellowbrick.text.freqdist.FrequencyVisualizer method)
cv_scores() (in module yellowbrick.model_selection.cross_validation)
CVScores (class in yellowbrick.model_selection.cross_validation)
D
data (yellowbrick.datasets.base.Corpus property)
Dataset (class in yellowbrick.datasets.base)
DecisionBoundariesVisualizer (class in yellowbrick.contrib.classifier.boundaries)
discrimination_threshold() (in module yellowbrick.classifier.threshold)
DiscriminationThreshold (class in yellowbrick.classifier.threshold)
dispersion() (in module yellowbrick.text.dispersion)
DispersionPlot (class in yellowbrick.text.dispersion)
download() (yellowbrick.datasets.base.Corpus method)
(yellowbrick.datasets.base.Dataset method)
draw() (yellowbrick.classifier.class_prediction_error.ClassPredictionError method)
(yellowbrick.classifier.classification_report.ClassificationReport method)
(yellowbrick.classifier.confusion_matrix.ConfusionMatrix method)
(yellowbrick.classifier.prcurve.PrecisionRecallCurve method)
(yellowbrick.classifier.rocauc.ROCAUC method)
(yellowbrick.classifier.threshold.DiscriminationThreshold method)
(yellowbrick.cluster.elbow.KElbowVisualizer method)
(yellowbrick.cluster.icdm.InterclusterDistance method)
(yellowbrick.cluster.silhouette.SilhouetteVisualizer method)
(yellowbrick.contrib.classifier.boundaries.DecisionBoundariesVisualizer method)
(yellowbrick.contrib.missing.bar.MissingValuesBar method)
(yellowbrick.contrib.missing.dispersion.MissingValuesDispersion method)
(yellowbrick.contrib.scatter.ScatterVisualizer method)
(yellowbrick.features.jointplot.JointPlot method)
(yellowbrick.features.manifold.Manifold method)
(yellowbrick.features.pca.PCA method)
(yellowbrick.features.pcoords.ParallelCoordinates method)
(yellowbrick.features.radviz.RadialVisualizer method)
(yellowbrick.features.rankd.Rank1D method)
(yellowbrick.features.rankd.Rank2D method)
(yellowbrick.model_selection.cross_validation.CVScores method)
(yellowbrick.model_selection.dropping_curve.DroppingCurve method)
(yellowbrick.model_selection.importances.FeatureImportances method)
(yellowbrick.model_selection.learning_curve.LearningCurve method)
(yellowbrick.model_selection.rfecv.RFECV method)
(yellowbrick.model_selection.validation_curve.ValidationCurve method)
(yellowbrick.regressor.alphas.AlphaSelection method)
(yellowbrick.regressor.alphas.ManualAlphaSelection method)
(yellowbrick.regressor.influence.CooksDistance method)
(yellowbrick.regressor.residuals.ResidualsPlot method)
(yellowbrick.target.binning.BalancedBinningReference method)
(yellowbrick.target.class_balance.ClassBalance method)
(yellowbrick.target.feature_correlation.FeatureCorrelation method)
(yellowbrick.text.correlation.WordCorrelationPlot method)
(yellowbrick.text.dispersion.DispersionPlot method)
(yellowbrick.text.freqdist.FrequencyVisualizer method)
(yellowbrick.text.postag.PosTagVisualizer method)
(yellowbrick.text.tsne.TSNEVisualizer method)
(yellowbrick.text.umap_vis.UMAPVisualizer method)
draw_classes() (yellowbrick.features.pcoords.ParallelCoordinates method)
draw_instances() (yellowbrick.features.pcoords.ParallelCoordinates method)
draw_multi_dispersion_chart() (yellowbrick.contrib.missing.dispersion.MissingValuesDispersion method)
draw_stacked_bar() (yellowbrick.contrib.missing.bar.MissingValuesBar method)
dropping_curve() (in module yellowbrick.model_selection.dropping_curve)
DroppingCurve (class in yellowbrick.model_selection.dropping_curve)
F
feature_correlation() (in module yellowbrick.target.feature_correlation)
feature_importances() (in module yellowbrick.model_selection.importances)
FeatureCorrelation (class in yellowbrick.target.feature_correlation)
FeatureImportances (class in yellowbrick.model_selection.importances)
files (yellowbrick.datasets.base.Corpus property)
finalize() (yellowbrick.classifier.class_prediction_error.ClassPredictionError method)
(yellowbrick.classifier.classification_report.ClassificationReport method)
(yellowbrick.classifier.confusion_matrix.ConfusionMatrix method)
(yellowbrick.classifier.prcurve.PrecisionRecallCurve method)
(yellowbrick.classifier.rocauc.ROCAUC method)
(yellowbrick.classifier.threshold.DiscriminationThreshold method)
(yellowbrick.cluster.elbow.KElbowVisualizer method)
(yellowbrick.cluster.icdm.InterclusterDistance method)
(yellowbrick.cluster.silhouette.SilhouetteVisualizer method)
(yellowbrick.contrib.classifier.boundaries.DecisionBoundariesVisualizer method)
(yellowbrick.contrib.missing.bar.MissingValuesBar method)
(yellowbrick.contrib.missing.dispersion.MissingValuesDispersion method)
(yellowbrick.contrib.scatter.ScatterVisualizer method)
(yellowbrick.features.jointplot.JointPlot method)
(yellowbrick.features.manifold.Manifold method)
(yellowbrick.features.pca.PCA method)
(yellowbrick.features.pcoords.ParallelCoordinates method)
(yellowbrick.features.radviz.RadialVisualizer method)
(yellowbrick.model_selection.cross_validation.CVScores method)
(yellowbrick.model_selection.dropping_curve.DroppingCurve method)
(yellowbrick.model_selection.importances.FeatureImportances method)
(yellowbrick.model_selection.learning_curve.LearningCurve method)
(yellowbrick.model_selection.rfecv.RFECV method)
(yellowbrick.model_selection.validation_curve.ValidationCurve method)
(yellowbrick.regressor.alphas.AlphaSelection method)
(yellowbrick.regressor.influence.CooksDistance method)
(yellowbrick.regressor.residuals.ResidualsPlot method)
(yellowbrick.target.binning.BalancedBinningReference method)
(yellowbrick.target.class_balance.ClassBalance method)
(yellowbrick.target.feature_correlation.FeatureCorrelation method)
(yellowbrick.text.correlation.WordCorrelationPlot method)
(yellowbrick.text.dispersion.DispersionPlot method)
(yellowbrick.text.freqdist.FrequencyVisualizer method)
(yellowbrick.text.postag.PosTagVisualizer method)
(yellowbrick.text.tsne.TSNEVisualizer method)
(yellowbrick.text.umap_vis.UMAPVisualizer method)
fit() (yellowbrick.classifier.prcurve.PrecisionRecallCurve method)
(yellowbrick.classifier.rocauc.ROCAUC method)
(yellowbrick.classifier.threshold.DiscriminationThreshold method)
(yellowbrick.cluster.elbow.KElbowVisualizer method)
(yellowbrick.cluster.icdm.InterclusterDistance method)
(yellowbrick.cluster.silhouette.SilhouetteVisualizer method)
(yellowbrick.contrib.classifier.boundaries.DecisionBoundariesVisualizer method)
(yellowbrick.contrib.prepredict.PrePredict method)
(yellowbrick.contrib.scatter.ScatterVisualizer method)
(yellowbrick.contrib.statsmodels.base.StatsModelsWrapper method)
(yellowbrick.features.jointplot.JointPlot method)
(yellowbrick.features.manifold.Manifold method)
(yellowbrick.features.pca.PCA method)
(yellowbrick.features.pcoords.ParallelCoordinates method)
(yellowbrick.features.radviz.RadialVisualizer method)
(yellowbrick.model_selection.cross_validation.CVScores method)
(yellowbrick.model_selection.dropping_curve.DroppingCurve method)
(yellowbrick.model_selection.importances.FeatureImportances method)
(yellowbrick.model_selection.learning_curve.LearningCurve method)
(yellowbrick.model_selection.rfecv.RFECV method)
(yellowbrick.model_selection.validation_curve.ValidationCurve method)
(yellowbrick.regressor.alphas.AlphaSelection method)
(yellowbrick.regressor.alphas.ManualAlphaSelection method)
(yellowbrick.regressor.influence.CooksDistance method)
(yellowbrick.regressor.residuals.ResidualsPlot method)
(yellowbrick.target.binning.BalancedBinningReference method)
(yellowbrick.target.class_balance.ClassBalance method)
(yellowbrick.target.feature_correlation.FeatureCorrelation method)
(yellowbrick.text.correlation.WordCorrelationPlot method)
(yellowbrick.text.dispersion.DispersionPlot method)
(yellowbrick.text.freqdist.FrequencyVisualizer method)
(yellowbrick.text.postag.PosTagVisualizer method)
(yellowbrick.text.tsne.TSNEVisualizer method)
(yellowbrick.text.umap_vis.UMAPVisualizer method)
fit_draw() (yellowbrick.contrib.classifier.boundaries.DecisionBoundariesVisualizer method)
fit_draw_show() (yellowbrick.contrib.classifier.boundaries.DecisionBoundariesVisualizer method)
fit_transform() (yellowbrick.features.manifold.Manifold method)
freqdist() (in module yellowbrick.text.freqdist)
FrequencyVisualizer (class in yellowbrick.text.freqdist)
G
get_color_cycle() (in module yellowbrick.style.colors)
get_data_home() (in module yellowbrick.datasets.path)
get_nan_col_counts() (yellowbrick.contrib.missing.bar.MissingValuesBar method)
get_nan_locs() (yellowbrick.contrib.missing.dispersion.MissingValuesDispersion method)
H
hax (yellowbrick.regressor.residuals.ResidualsPlot property)
I
intercluster_distance() (in module yellowbrick.cluster.icdm)
InterclusterDistance (class in yellowbrick.cluster.icdm)
J
joint_plot() (in module yellowbrick.features.jointplot)
JointPlot (class in yellowbrick.features.jointplot)
K
kelbow_visualizer() (in module yellowbrick.cluster.elbow)
KElbowVisualizer (class in yellowbrick.cluster.elbow)
L
labels (yellowbrick.datasets.base.Corpus property)
lax (yellowbrick.cluster.icdm.InterclusterDistance property)
(yellowbrick.features.pca.PCA property)
layout() (yellowbrick.features.pca.PCA method)
learning_curve() (in module yellowbrick.model_selection.learning_curve)
LearningCurve (class in yellowbrick.model_selection.learning_curve)
load_bikeshare() (in module yellowbrick.datasets.loaders)
load_concrete() (in module yellowbrick.datasets.loaders)
load_credit() (in module yellowbrick.datasets.loaders)
load_energy() (in module yellowbrick.datasets.loaders)
load_game() (in module yellowbrick.datasets.loaders)
load_hobbies() (in module yellowbrick.datasets.loaders)
load_mushroom() (in module yellowbrick.datasets.loaders)
load_nfl() (in module yellowbrick.datasets.loaders)
load_occupancy() (in module yellowbrick.datasets.loaders)
load_spam() (in module yellowbrick.datasets.loaders)
load_walking() (in module yellowbrick.datasets.loaders)
M
make_transformer() (yellowbrick.text.tsne.TSNEVisualizer method)
(yellowbrick.text.umap_vis.UMAPVisualizer method)
Manifold (class in yellowbrick.features.manifold)
manifold (yellowbrick.features.manifold.Manifold property)
manifold_embedding() (in module yellowbrick.features.manifold)
manual_alphas() (in module yellowbrick.regressor.alphas)
ManualAlphaSelection (class in yellowbrick.regressor.alphas)
meta (yellowbrick.datasets.base.Corpus property)
(yellowbrick.datasets.base.Dataset property)
metric_color (yellowbrick.cluster.elbow.KElbowVisualizer property)
MissingValuesBar (class in yellowbrick.contrib.missing.bar)
MissingValuesDispersion (class in yellowbrick.contrib.missing.dispersion)
module
yellowbrick.anscombe
yellowbrick.classifier.class_prediction_error
yellowbrick.classifier.classification_report
yellowbrick.classifier.confusion_matrix
yellowbrick.classifier.prcurve
yellowbrick.classifier.rocauc
yellowbrick.classifier.threshold
yellowbrick.cluster.elbow
yellowbrick.cluster.icdm
yellowbrick.cluster.silhouette
yellowbrick.contrib.classifier.boundaries
yellowbrick.contrib.missing.bar
yellowbrick.contrib.missing.dispersion
yellowbrick.contrib.prepredict
yellowbrick.contrib.scatter
yellowbrick.contrib.statsmodels.base
yellowbrick.contrib.wrapper
yellowbrick.features.jointplot
yellowbrick.features.manifold
yellowbrick.features.pca
yellowbrick.features.pcoords
yellowbrick.features.radviz
yellowbrick.features.rankd
yellowbrick.model_selection.cross_validation
yellowbrick.model_selection.dropping_curve
yellowbrick.model_selection.importances
yellowbrick.model_selection.learning_curve
yellowbrick.model_selection.rfecv
yellowbrick.model_selection.validation_curve
yellowbrick.regressor.alphas
yellowbrick.regressor.influence
yellowbrick.regressor.residuals
yellowbrick.style.colors
yellowbrick.style.palettes
yellowbrick.style.rcmod
yellowbrick.target.binning
yellowbrick.target.class_balance
yellowbrick.target.feature_correlation
yellowbrick.text.correlation
yellowbrick.text.dispersion
yellowbrick.text.freqdist
yellowbrick.text.postag
yellowbrick.text.tsne
yellowbrick.text.umap_vis
N
normalize() (yellowbrick.features.radviz.RadialVisualizer static method)
NORMALIZERS (yellowbrick.features.pcoords.ParallelCoordinates attribute)
NULL_CLASS (yellowbrick.text.dispersion.DispersionPlot attribute)
(yellowbrick.text.tsne.TSNEVisualizer attribute)
(yellowbrick.text.umap_vis.UMAPVisualizer attribute)
P
parallel_coordinates() (in module yellowbrick.features.pcoords)
ParallelCoordinates (class in yellowbrick.features.pcoords)
parse_nltk() (yellowbrick.text.postag.PosTagVisualizer method)
parse_spacy() (yellowbrick.text.postag.PosTagVisualizer method)
parser (yellowbrick.text.postag.PosTagVisualizer property)
PCA (class in yellowbrick.features.pca)
pca_decomposition() (in module yellowbrick.features.pca)
postag() (in module yellowbrick.text.postag)
PosTagVisualizer (class in yellowbrick.text.postag)
precision_recall_curve() (in module yellowbrick.classifier.prcurve)
PrecisionRecallCurve (class in yellowbrick.classifier.prcurve)
predict() (yellowbrick.contrib.prepredict.PrePredict method)
(yellowbrick.contrib.statsmodels.base.StatsModelsWrapper method)
PrePredict (class in yellowbrick.contrib.prepredict)
Q
qqax (yellowbrick.regressor.residuals.ResidualsPlot property)
R
RadialVisualizer (class in yellowbrick.features.radviz)
RadViz (in module yellowbrick.features.radviz)
radviz() (in module yellowbrick.features.radviz)
random_state (yellowbrick.features.pca.PCA property)
Rank1D (class in yellowbrick.features.rankd)
rank1d() (in module yellowbrick.features.rankd)
Rank2D (class in yellowbrick.features.rankd)
rank2d() (in module yellowbrick.features.rankd)
ranking_methods (yellowbrick.features.rankd.Rank1D attribute)
(yellowbrick.features.rankd.Rank2D attribute)
README (yellowbrick.datasets.base.Corpus property)
(yellowbrick.datasets.base.Dataset property)
regressor() (in module yellowbrick.contrib.wrapper)
reset_defaults() (in module yellowbrick.style.rcmod)
reset_orig() (in module yellowbrick.style.rcmod)
residuals_plot() (in module yellowbrick.regressor.residuals)
ResidualsPlot (class in yellowbrick.regressor.residuals)
resolve_colors() (in module yellowbrick.style.colors)
RFECV (class in yellowbrick.model_selection.rfecv)
rfecv() (in module yellowbrick.model_selection.rfecv)
roc_auc() (in module yellowbrick.classifier.rocauc)
ROCAUC (class in yellowbrick.classifier.rocauc)
root (yellowbrick.datasets.base.Corpus property)
S
ScatterVisualizer (class in yellowbrick.contrib.scatter)
score() (yellowbrick.classifier.class_prediction_error.ClassPredictionError method)
(yellowbrick.classifier.classification_report.ClassificationReport method)
(yellowbrick.classifier.confusion_matrix.ConfusionMatrix method)
(yellowbrick.classifier.prcurve.PrecisionRecallCurve method)
(yellowbrick.classifier.rocauc.ROCAUC method)
(yellowbrick.contrib.prepredict.PrePredict method)
(yellowbrick.contrib.statsmodels.base.StatsModelsWrapper method)
(yellowbrick.regressor.residuals.ResidualsPlot method)
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)
show() (yellowbrick.classifier.confusion_matrix.ConfusionMatrix method)
(yellowbrick.text.postag.PosTagVisualizer method)
silhouette_visualizer() (in module yellowbrick.cluster.silhouette)
SilhouetteVisualizer (class in yellowbrick.cluster.silhouette)
StatsModelsWrapper (class in yellowbrick.contrib.statsmodels.base)
T
target (yellowbrick.datasets.base.Corpus property)
timing_color (yellowbrick.cluster.elbow.KElbowVisualizer property)
to_data() (yellowbrick.datasets.base.Dataset method)
to_dataframe() (yellowbrick.datasets.base.Dataset method)
to_numpy() (yellowbrick.datasets.base.Dataset method)
to_pandas() (yellowbrick.datasets.base.Dataset method)
transform() (yellowbrick.features.manifold.Manifold method)
(yellowbrick.features.pca.PCA method)
transformer (yellowbrick.cluster.icdm.InterclusterDistance property)
tsne() (in module yellowbrick.text.tsne)
TSNEVisualizer (class in yellowbrick.text.tsne)
U
uax (yellowbrick.features.pca.PCA property)
umap() (in module yellowbrick.text.umap_vis)
UMAPVisualizer (class in yellowbrick.text.umap_vis)
V
validation_curve() (in module yellowbrick.model_selection.validation_curve)
ValidationCurve (class in yellowbrick.model_selection.validation_curve)
vline_color (yellowbrick.cluster.elbow.KElbowVisualizer property)
W
word_correlation() (in module yellowbrick.text.correlation)
WordCorrelationPlot (class in yellowbrick.text.correlation)
wrap() (in module yellowbrick.contrib.wrapper)
X
xhax (yellowbrick.features.jointplot.JointPlot property)
Y
yellowbrick.anscombe
module
yellowbrick.classifier.class_prediction_error
module
yellowbrick.classifier.classification_report
module
yellowbrick.classifier.confusion_matrix
module
yellowbrick.classifier.prcurve
module
yellowbrick.classifier.rocauc
module
yellowbrick.classifier.threshold
module
yellowbrick.cluster.elbow
module
yellowbrick.cluster.icdm
module
yellowbrick.cluster.silhouette
module
yellowbrick.contrib.classifier.boundaries
module
yellowbrick.contrib.missing.bar
module
yellowbrick.contrib.missing.dispersion
module
yellowbrick.contrib.prepredict
module
yellowbrick.contrib.scatter
module
yellowbrick.contrib.statsmodels.base
module
yellowbrick.contrib.wrapper
module
yellowbrick.features.jointplot
module
yellowbrick.features.manifold
module
yellowbrick.features.pca
module
yellowbrick.features.pcoords
module
yellowbrick.features.radviz
module
yellowbrick.features.rankd
module
yellowbrick.model_selection.cross_validation
module
yellowbrick.model_selection.dropping_curve
module
yellowbrick.model_selection.importances
module
yellowbrick.model_selection.learning_curve
module
yellowbrick.model_selection.rfecv
module
yellowbrick.model_selection.validation_curve
module
yellowbrick.regressor.alphas
module
yellowbrick.regressor.influence
module
yellowbrick.regressor.residuals
module
yellowbrick.style.colors
module
yellowbrick.style.palettes
module
yellowbrick.style.rcmod
module
yellowbrick.target.binning
module
yellowbrick.target.class_balance
module
yellowbrick.target.feature_correlation
module
yellowbrick.text.correlation
module
yellowbrick.text.dispersion
module
yellowbrick.text.freqdist
module
yellowbrick.text.postag
module
yellowbrick.text.tsne
module
yellowbrick.text.umap_vis
module
yhax (yellowbrick.features.jointplot.JointPlot property)