Index

A

ALGORITHMS (attribut yellowbrick.features.manifold.Manifold) alphas() (dans le module yellowbrick.regressor.alphas)

AlphaSelection (classe dans yellowbrick.regressor.alphas) anscombe() (dans le module yellowbrick.anscombe)

B

balanced_binning_reference() (dans le module yellowbrick.target.binning)

BalancedBinningReference (classe dans yellowbrick.target.binning)

C

citation (propriété yellowbrick.datasets.base.Corpus) (propriété yellowbrick.datasets.base.Dataset) class_balance() (dans le module yellowbrick.target.class_balance) class_prediction_error() (dans le module yellowbrick.classifier.class_prediction_error) ClassBalance (classe dans yellowbrick.target.class_balance) classification_report() (dans le module yellowbrick.classifier.classification_report) ClassificationReport (classe dans yellowbrick.classifier.classification_report) classifier() (dans le module yellowbrick.contrib.wrapper) ClassPredictionError (classe dans yellowbrick.classifier.class_prediction_error) cluster_centers_ (propriété yellowbrick.cluster.icdm.InterclusterDistance) clusterer() (dans le module yellowbrick.contrib.wrapper) color_palette() (dans le module yellowbrick.style.palettes) ColorMap (classe dans yellowbrick.style.colors)

colors (propriété yellowbrick.style.colors.ColorMap) confusion_matrix() (dans le module yellowbrick.classifier.confusion_matrix) ConfusionMatrix (classe dans yellowbrick.classifier.confusion_matrix) contents() (méthode yellowbrick.datasets.base.Corpus) (méthode yellowbrick.datasets.base.Dataset) ContribEstimator (classe dans yellowbrick.contrib.wrapper) cooks_distance() (dans le module yellowbrick.regressor.influence) CooksDistance (classe dans yellowbrick.regressor.influence) Corpus (classe dans yellowbrick.datasets.base) correlation_methods (attribut yellowbrick.features.jointplot.JointPlot) count() (méthode yellowbrick.text.freqdist.FrequencyVisualizer) cv_scores() (dans le module yellowbrick.model_selection.cross_validation) CVScores (classe dans yellowbrick.model_selection.cross_validation)

D

data (propriété yellowbrick.datasets.base.Corpus) Dataset (classe dans yellowbrick.datasets.base) DecisionBoundariesVisualizer (classe dans yellowbrick.contrib.classifier.boundaries) discrimination_threshold() (dans le module yellowbrick.classifier.threshold) DiscriminationThreshold (classe dans yellowbrick.classifier.threshold) dispersion() (dans le module yellowbrick.text.dispersion) DispersionPlot (classe dans yellowbrick.text.dispersion) download() (méthode yellowbrick.datasets.base.Corpus) (méthode yellowbrick.datasets.base.Dataset) draw() (méthode yellowbrick.classifier.class_prediction_error.ClassPredictionError) (méthode yellowbrick.classifier.classification_report.ClassificationReport) (méthode yellowbrick.classifier.confusion_matrix.ConfusionMatrix) (méthode yellowbrick.classifier.prcurve.PrecisionRecallCurve) (méthode yellowbrick.classifier.rocauc.ROCAUC) (méthode yellowbrick.classifier.threshold.DiscriminationThreshold) (méthode yellowbrick.cluster.elbow.KElbowVisualizer) (méthode yellowbrick.cluster.icdm.InterclusterDistance) (méthode yellowbrick.cluster.silhouette.SilhouetteVisualizer) (méthode yellowbrick.contrib.classifier.boundaries.DecisionBoundariesVisualizer) (méthode yellowbrick.contrib.missing.bar.MissingValuesBar) (méthode yellowbrick.contrib.missing.dispersion.MissingValuesDispersion) (méthode yellowbrick.contrib.scatter.ScatterVisualizer) (méthode yellowbrick.features.jointplot.JointPlot) (méthode yellowbrick.features.manifold.Manifold) (méthode yellowbrick.features.pca.PCA) (méthode yellowbrick.features.pcoords.ParallelCoordinates) (méthode yellowbrick.features.radviz.RadialVisualizer) (méthode yellowbrick.features.rankd.Rank1D) (méthode yellowbrick.features.rankd.Rank2D) (méthode yellowbrick.model_selection.cross_validation.CVScores) (méthode yellowbrick.model_selection.dropping_curve.DroppingCurve) (méthode yellowbrick.model_selection.importances.FeatureImportances) (méthode yellowbrick.model_selection.learning_curve.LearningCurve) (méthode yellowbrick.model_selection.rfecv.RFECV) (méthode yellowbrick.model_selection.validation_curve.ValidationCurve) (méthode yellowbrick.regressor.alphas.AlphaSelection) (méthode yellowbrick.regressor.alphas.ManualAlphaSelection) (méthode yellowbrick.regressor.influence.CooksDistance) (méthode yellowbrick.regressor.residuals.ResidualsPlot) (méthode yellowbrick.target.binning.BalancedBinningReference) (méthode yellowbrick.target.class_balance.ClassBalance) (méthode yellowbrick.target.feature_correlation.FeatureCorrelation) (méthode yellowbrick.text.correlation.WordCorrelationPlot) (méthode yellowbrick.text.dispersion.DispersionPlot) (méthode yellowbrick.text.freqdist.FrequencyVisualizer) (méthode yellowbrick.text.postag.PosTagVisualizer) (méthode yellowbrick.text.tsne.TSNEVisualizer) (méthode yellowbrick.text.umap_vis.UMAPVisualizer)

draw_classes() (méthode yellowbrick.features.pcoords.ParallelCoordinates) draw_instances() (méthode yellowbrick.features.pcoords.ParallelCoordinates) draw_multi_dispersion_chart() (méthode yellowbrick.contrib.missing.dispersion.MissingValuesDispersion) draw_stacked_bar() (méthode yellowbrick.contrib.missing.bar.MissingValuesBar) dropping_curve() (dans le module yellowbrick.model_selection.dropping_curve) DroppingCurve (classe dans yellowbrick.model_selection.dropping_curve)

F

feature_correlation() (dans le module yellowbrick.target.feature_correlation) feature_importances() (dans le module yellowbrick.model_selection.importances) FeatureCorrelation (classe dans yellowbrick.target.feature_correlation) FeatureImportances (classe dans yellowbrick.model_selection.importances) files (propriété yellowbrick.datasets.base.Corpus) finalize() (méthode yellowbrick.classifier.class_prediction_error.ClassPredictionError) (méthode yellowbrick.classifier.classification_report.ClassificationReport) (méthode yellowbrick.classifier.confusion_matrix.ConfusionMatrix) (méthode yellowbrick.classifier.prcurve.PrecisionRecallCurve) (méthode yellowbrick.classifier.rocauc.ROCAUC) (méthode yellowbrick.classifier.threshold.DiscriminationThreshold) (méthode yellowbrick.cluster.elbow.KElbowVisualizer) (méthode yellowbrick.cluster.icdm.InterclusterDistance) (méthode yellowbrick.cluster.silhouette.SilhouetteVisualizer) (méthode yellowbrick.contrib.classifier.boundaries.DecisionBoundariesVisualizer) (méthode yellowbrick.contrib.missing.bar.MissingValuesBar) (méthode yellowbrick.contrib.missing.dispersion.MissingValuesDispersion) (méthode yellowbrick.contrib.scatter.ScatterVisualizer) (méthode yellowbrick.features.jointplot.JointPlot) (méthode yellowbrick.features.manifold.Manifold) (méthode yellowbrick.features.pca.PCA) (méthode yellowbrick.features.pcoords.ParallelCoordinates) (méthode yellowbrick.features.radviz.RadialVisualizer) (méthode yellowbrick.model_selection.cross_validation.CVScores) (méthode yellowbrick.model_selection.dropping_curve.DroppingCurve) (méthode yellowbrick.model_selection.importances.FeatureImportances) (méthode yellowbrick.model_selection.learning_curve.LearningCurve) (méthode yellowbrick.model_selection.rfecv.RFECV) (méthode yellowbrick.model_selection.validation_curve.ValidationCurve) (méthode yellowbrick.regressor.alphas.AlphaSelection) (méthode yellowbrick.regressor.influence.CooksDistance) (méthode yellowbrick.regressor.residuals.ResidualsPlot) (méthode yellowbrick.target.binning.BalancedBinningReference) (méthode yellowbrick.target.class_balance.ClassBalance) (méthode yellowbrick.target.feature_correlation.FeatureCorrelation) (méthode yellowbrick.text.correlation.WordCorrelationPlot) (méthode yellowbrick.text.dispersion.DispersionPlot) (méthode yellowbrick.text.freqdist.FrequencyVisualizer) (méthode yellowbrick.text.postag.PosTagVisualizer) (méthode yellowbrick.text.tsne.TSNEVisualizer) (méthode yellowbrick.text.umap_vis.UMAPVisualizer)

fit() (méthode yellowbrick.classifier.prcurve.PrecisionRecallCurve) (méthode yellowbrick.classifier.rocauc.ROCAUC) (méthode yellowbrick.classifier.threshold.DiscriminationThreshold) (méthode yellowbrick.cluster.elbow.KElbowVisualizer) (méthode yellowbrick.cluster.icdm.InterclusterDistance) (méthode yellowbrick.cluster.silhouette.SilhouetteVisualizer) (méthode yellowbrick.contrib.classifier.boundaries.DecisionBoundariesVisualizer) (méthode yellowbrick.contrib.prepredict.PrePredict) (méthode yellowbrick.contrib.scatter.ScatterVisualizer) (méthode yellowbrick.contrib.statsmodels.base.StatsModelsWrapper) (méthode yellowbrick.features.jointplot.JointPlot) (méthode yellowbrick.features.manifold.Manifold) (méthode yellowbrick.features.pca.PCA) (méthode yellowbrick.features.pcoords.ParallelCoordinates) (méthode yellowbrick.features.radviz.RadialVisualizer) (méthode yellowbrick.model_selection.cross_validation.CVScores) (méthode yellowbrick.model_selection.dropping_curve.DroppingCurve) (méthode yellowbrick.model_selection.importances.FeatureImportances) (méthode yellowbrick.model_selection.learning_curve.LearningCurve) (méthode yellowbrick.model_selection.rfecv.RFECV) (méthode yellowbrick.model_selection.validation_curve.ValidationCurve) (méthode yellowbrick.regressor.alphas.AlphaSelection) (méthode yellowbrick.regressor.alphas.ManualAlphaSelection) (méthode yellowbrick.regressor.influence.CooksDistance) (méthode yellowbrick.regressor.residuals.ResidualsPlot) (méthode yellowbrick.target.binning.BalancedBinningReference) (méthode yellowbrick.target.class_balance.ClassBalance) (méthode yellowbrick.target.feature_correlation.FeatureCorrelation) (méthode yellowbrick.text.correlation.WordCorrelationPlot) (méthode yellowbrick.text.dispersion.DispersionPlot) (méthode yellowbrick.text.freqdist.FrequencyVisualizer) (méthode yellowbrick.text.postag.PosTagVisualizer) (méthode yellowbrick.text.tsne.TSNEVisualizer) (méthode yellowbrick.text.umap_vis.UMAPVisualizer) fit_draw() (méthode yellowbrick.contrib.classifier.boundaries.DecisionBoundariesVisualizer) fit_draw_show() (méthode yellowbrick.contrib.classifier.boundaries.DecisionBoundariesVisualizer) fit_transform() (méthode yellowbrick.features.manifold.Manifold) freqdist() (dans le module yellowbrick.text.freqdist) FrequencyVisualizer (classe dans yellowbrick.text.freqdist)

G

get_color_cycle() (dans le module yellowbrick.style.colors) get_data_home() (dans le module yellowbrick.datasets.path)

get_nan_col_counts() (méthode yellowbrick.contrib.missing.bar.MissingValuesBar) get_nan_locs() (méthode yellowbrick.contrib.missing.dispersion.MissingValuesDispersion)

H

hax (propriété yellowbrick.regressor.residuals.ResidualsPlot)

I

intercluster_distance() (dans le module yellowbrick.cluster.icdm)

InterclusterDistance (classe dans yellowbrick.cluster.icdm)

J

joint_plot() (dans le module yellowbrick.features.jointplot)

JointPlot (classe dans yellowbrick.features.jointplot)

K

kelbow_visualizer() (dans le module yellowbrick.cluster.elbow)

KElbowVisualizer (classe dans yellowbrick.cluster.elbow)

L

labels (propriété yellowbrick.datasets.base.Corpus) lax (propriété yellowbrick.cluster.icdm.InterclusterDistance) (propriété yellowbrick.features.pca.PCA) layout() (méthode yellowbrick.features.pca.PCA) learning_curve() (dans le module yellowbrick.model_selection.learning_curve) LearningCurve (classe dans yellowbrick.model_selection.learning_curve) load_bikeshare() (dans le module yellowbrick.datasets.loaders) load_concrete() (dans le module yellowbrick.datasets.loaders)

load_credit() (dans le module yellowbrick.datasets.loaders) load_energy() (dans le module yellowbrick.datasets.loaders) load_game() (dans le module yellowbrick.datasets.loaders) load_hobbies() (dans le module yellowbrick.datasets.loaders) load_mushroom() (dans le module yellowbrick.datasets.loaders) load_nfl() (dans le module yellowbrick.datasets.loaders) load_occupancy() (dans le module yellowbrick.datasets.loaders) load_spam() (dans le module yellowbrick.datasets.loaders) load_walking() (dans le module yellowbrick.datasets.loaders)

M

make_transformer() (méthode yellowbrick.text.tsne.TSNEVisualizer) (méthode yellowbrick.text.umap_vis.UMAPVisualizer) Manifold (classe dans yellowbrick.features.manifold) manifold (propriété yellowbrick.features.manifold.Manifold) manifold_embedding() (dans le module yellowbrick.features.manifold) manual_alphas() (dans le module yellowbrick.regressor.alphas) ManualAlphaSelection (classe dans yellowbrick.regressor.alphas) meta (propriété yellowbrick.datasets.base.Corpus) (propriété yellowbrick.datasets.base.Dataset) metric_color (propriété yellowbrick.cluster.elbow.KElbowVisualizer) MissingValuesBar (classe dans yellowbrick.contrib.missing.bar) MissingValuesDispersion (classe dans 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() (méthode statique yellowbrick.features.radviz.RadialVisualizer) NORMALIZERS (attribut yellowbrick.features.pcoords.ParallelCoordinates)

NULL_CLASS (attribut yellowbrick.text.dispersion.DispersionPlot) (attribut yellowbrick.text.tsne.TSNEVisualizer) (attribut yellowbrick.text.umap_vis.UMAPVisualizer)

P

parallel_coordinates() (dans le module yellowbrick.features.pcoords) ParallelCoordinates (classe dans yellowbrick.features.pcoords) parse_nltk() (méthode yellowbrick.text.postag.PosTagVisualizer) parse_spacy() (méthode yellowbrick.text.postag.PosTagVisualizer) parser (propriété yellowbrick.text.postag.PosTagVisualizer) PCA (classe dans yellowbrick.features.pca) pca_decomposition() (dans le module yellowbrick.features.pca)

postag() (dans le module yellowbrick.text.postag) PosTagVisualizer (classe dans yellowbrick.text.postag) precision_recall_curve() (dans le module yellowbrick.classifier.prcurve) PrecisionRecallCurve (classe dans yellowbrick.classifier.prcurve) predict() (méthode yellowbrick.contrib.prepredict.PrePredict) (méthode yellowbrick.contrib.statsmodels.base.StatsModelsWrapper) PrePredict (classe dans yellowbrick.contrib.prepredict)

Q

qqax (propriété yellowbrick.regressor.residuals.ResidualsPlot)

R

RadialVisualizer (classe dans yellowbrick.features.radviz) RadViz (dans le module yellowbrick.features.radviz) radviz() (dans le module yellowbrick.features.radviz) random_state (propriété yellowbrick.features.pca.PCA) Rank1D (classe dans yellowbrick.features.rankd) rank1d() (dans le module yellowbrick.features.rankd) Rank2D (classe dans yellowbrick.features.rankd) rank2d() (dans le module yellowbrick.features.rankd) ranking_methods (attribut yellowbrick.features.rankd.Rank1D) (attribut yellowbrick.features.rankd.Rank2D) README (propriété yellowbrick.datasets.base.Corpus) (propriété yellowbrick.datasets.base.Dataset)

regressor() (dans le module yellowbrick.contrib.wrapper) reset_defaults() (dans le module yellowbrick.style.rcmod) reset_orig() (dans le module yellowbrick.style.rcmod) residuals_plot() (dans le module yellowbrick.regressor.residuals) ResidualsPlot (classe dans yellowbrick.regressor.residuals) resolve_colors() (dans le module yellowbrick.style.colors) RFECV (classe dans yellowbrick.model_selection.rfecv) rfecv() (dans le module yellowbrick.model_selection.rfecv) roc_auc() (dans le module yellowbrick.classifier.rocauc) ROCAUC (classe dans yellowbrick.classifier.rocauc) root (propriété yellowbrick.datasets.base.Corpus)

S

ScatterVisualizer (classe dans yellowbrick.contrib.scatter) score() (méthode yellowbrick.classifier.class_prediction_error.ClassPredictionError) (méthode yellowbrick.classifier.classification_report.ClassificationReport) (méthode yellowbrick.classifier.confusion_matrix.ConfusionMatrix) (méthode yellowbrick.classifier.prcurve.PrecisionRecallCurve) (méthode yellowbrick.classifier.rocauc.ROCAUC) (méthode yellowbrick.contrib.prepredict.PrePredict) (méthode yellowbrick.contrib.statsmodels.base.StatsModelsWrapper) (méthode yellowbrick.regressor.residuals.ResidualsPlot)

set_aesthetic() (dans le module yellowbrick.style.rcmod) set_color_codes() (dans le module yellowbrick.style.palettes) set_palette() (dans le module yellowbrick.style.rcmod) set_style() (dans le module yellowbrick.style.rcmod) show() (méthode yellowbrick.classifier.confusion_matrix.ConfusionMatrix) (méthode yellowbrick.text.postag.PosTagVisualizer) silhouette_visualizer() (dans le module yellowbrick.cluster.silhouette) SilhouetteVisualizer (classe dans yellowbrick.cluster.silhouette) StatsModelsWrapper (classe dans yellowbrick.contrib.statsmodels.base)

T

target (propriété yellowbrick.datasets.base.Corpus) timing_color (propriété yellowbrick.cluster.elbow.KElbowVisualizer) to_data() (méthode yellowbrick.datasets.base.Dataset) to_dataframe() (méthode yellowbrick.datasets.base.Dataset) to_numpy() (méthode yellowbrick.datasets.base.Dataset)

to_pandas() (méthode yellowbrick.datasets.base.Dataset) transform() (méthode yellowbrick.features.manifold.Manifold) (méthode yellowbrick.features.pca.PCA) transformer (propriété yellowbrick.cluster.icdm.InterclusterDistance) tsne() (dans le module yellowbrick.text.tsne) TSNEVisualizer (classe dans yellowbrick.text.tsne)

U

uax (propriété yellowbrick.features.pca.PCA)

umap() (dans le module yellowbrick.text.umap_vis) UMAPVisualizer (classe dans yellowbrick.text.umap_vis)

V

validation_curve() (dans le module yellowbrick.model_selection.validation_curve)

ValidationCurve (classe dans yellowbrick.model_selection.validation_curve) vline_color (propriété yellowbrick.cluster.elbow.KElbowVisualizer)

W

word_correlation() (dans le module yellowbrick.text.correlation)

WordCorrelationPlot (classe dans yellowbrick.text.correlation) wrap() (dans le module yellowbrick.contrib.wrapper)

X

xhax (propriété yellowbrick.features.jointplot.JointPlot)

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 (propriété yellowbrick.features.jointplot.JointPlot)