kenchi
stable
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kenchi package
kenchi
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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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E
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F
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G
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H
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I
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K
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L
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M
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N
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O
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P
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S
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T
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W
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X
A
anomaly_score() (kenchi.outlier_detection.base.BaseOutlierDetector method)
(kenchi.pipeline.Pipeline method)
anomaly_score_ (kenchi.outlier_detection.angle_based.FastABOD attribute)
(kenchi.outlier_detection.clustering_based.MiniBatchKMeans attribute)
(kenchi.outlier_detection.density_based.LOF attribute)
(kenchi.outlier_detection.distance_based.KNN attribute)
(kenchi.outlier_detection.distance_based.OneTimeSampling attribute)
(kenchi.outlier_detection.ensemble.IForest attribute)
(kenchi.outlier_detection.reconstruction_based.PCA attribute)
(kenchi.outlier_detection.statistical.GMM attribute)
(kenchi.outlier_detection.statistical.HBOS attribute)
(kenchi.outlier_detection.statistical.KDE attribute)
(kenchi.outlier_detection.statistical.SparseStructureLearning attribute)
B
BaseOutlierDetector (class in kenchi.outlier_detection.base)
bin_edges_ (kenchi.outlier_detection.statistical.HBOS attribute)
bin_widths_ (kenchi.outlier_detection.statistical.HBOS attribute)
C
cluster_centers_ (kenchi.outlier_detection.clustering_based.MiniBatchKMeans attribute)
,
[1]
components_ (kenchi.outlier_detection.reconstruction_based.PCA attribute)
,
[1]
converged_ (kenchi.outlier_detection.statistical.GMM attribute)
,
[1]
covariance_ (kenchi.outlier_detection.statistical.SparseStructureLearning attribute)
,
[1]
covariances_ (kenchi.outlier_detection.statistical.GMM attribute)
,
[1]
D
data_max_ (kenchi.outlier_detection.statistical.HBOS attribute)
data_min_ (kenchi.outlier_detection.statistical.HBOS attribute)
decision_function() (kenchi.outlier_detection.base.BaseOutlierDetector method)
E
estimators_ (kenchi.outlier_detection.ensemble.IForest attribute)
,
[1]
estimators_samples_ (kenchi.outlier_detection.ensemble.IForest attribute)
,
[1]
explained_variance_ (kenchi.outlier_detection.reconstruction_based.PCA attribute)
,
[1]
explained_variance_ratio_ (kenchi.outlier_detection.reconstruction_based.PCA attribute)
,
[1]
F
FastABOD (class in kenchi.outlier_detection.angle_based)
featurewise_anomaly_score() (kenchi.outlier_detection.statistical.SparseStructureLearning method)
(kenchi.pipeline.Pipeline method)
fit() (kenchi.outlier_detection.base.BaseOutlierDetector method)
fit_predict() (kenchi.outlier_detection.base.BaseOutlierDetector method)
G
GMM (class in kenchi.outlier_detection.statistical)
graphical_model_ (kenchi.outlier_detection.statistical.SparseStructureLearning attribute)
,
[1]
H
HBOS (class in kenchi.outlier_detection.statistical)
hist_ (kenchi.outlier_detection.statistical.HBOS attribute)
I
IForest (class in kenchi.outlier_detection.ensemble)
inertia_ (kenchi.outlier_detection.clustering_based.MiniBatchKMeans attribute)
,
[1]
is_outlier_detector() (in module kenchi.outlier_detection.base)
isolates_ (kenchi.outlier_detection.statistical.SparseStructureLearning attribute)
,
[1]
K
KDE (class in kenchi.outlier_detection.statistical)
kenchi (module)
kenchi.datasets (module)
kenchi.datasets.base (module)
kenchi.datasets.sample_generator (module)
kenchi.outlier_detection (module)
kenchi.outlier_detection.angle_based (module)
kenchi.outlier_detection.base (module)
kenchi.outlier_detection.clustering_based (module)
kenchi.outlier_detection.density_based (module)
kenchi.outlier_detection.distance_based (module)
kenchi.outlier_detection.ensemble (module)
kenchi.outlier_detection.reconstruction_based (module)
kenchi.outlier_detection.statistical (module)
kenchi.pipeline (module)
kenchi.visualization (module)
KNN (class in kenchi.outlier_detection.distance_based)
L
labels_ (kenchi.outlier_detection.clustering_based.MiniBatchKMeans attribute)
,
[1]
(kenchi.outlier_detection.statistical.SparseStructureLearning attribute)
,
[1]
load_pendigits() (in module kenchi.datasets.base)
load_wdbc() (in module kenchi.datasets.base)
location_ (kenchi.outlier_detection.statistical.SparseStructureLearning attribute)
,
[1]
LOF (class in kenchi.outlier_detection.density_based)
lower_bound_ (kenchi.outlier_detection.statistical.GMM attribute)
,
[1]
M
make_blobs() (in module kenchi.datasets.sample_generator)
make_pipeline() (in module kenchi.pipeline)
max_samples_ (kenchi.outlier_detection.ensemble.IForest attribute)
,
[1]
mean_ (kenchi.outlier_detection.reconstruction_based.PCA attribute)
,
[1]
means_ (kenchi.outlier_detection.statistical.GMM attribute)
,
[1]
MiniBatchKMeans (class in kenchi.outlier_detection.clustering_based)
N
n_components_ (kenchi.outlier_detection.reconstruction_based.PCA attribute)
,
[1]
n_iter_ (kenchi.outlier_detection.statistical.GMM attribute)
,
[1]
(kenchi.outlier_detection.statistical.SparseStructureLearning attribute)
,
[1]
n_neighbors_ (kenchi.outlier_detection.angle_based.FastABOD attribute)
(kenchi.outlier_detection.density_based.LOF attribute)
,
[1]
(kenchi.outlier_detection.distance_based.KNN attribute)
named_steps (kenchi.pipeline.Pipeline attribute)
negative_outlier_factor_ (kenchi.outlier_detection.density_based.LOF attribute)
,
[1]
noise_variance_ (kenchi.outlier_detection.reconstruction_based.PCA attribute)
,
[1]
O
OneTimeSampling (class in kenchi.outlier_detection.distance_based)
P
partial_corrcoef_ (kenchi.outlier_detection.statistical.SparseStructureLearning attribute)
,
[1]
PCA (class in kenchi.outlier_detection.reconstruction_based)
Pipeline (class in kenchi.pipeline)
plot_anomaly_score() (in module kenchi.visualization)
(kenchi.outlier_detection.base.BaseOutlierDetector method)
(kenchi.pipeline.Pipeline method)
plot_graphical_model (kenchi.pipeline.Pipeline attribute)
plot_graphical_model() (in module kenchi.visualization)
(kenchi.outlier_detection.statistical.SparseStructureLearning method)
plot_partial_corrcoef (kenchi.pipeline.Pipeline attribute)
plot_partial_corrcoef() (in module kenchi.visualization)
(kenchi.outlier_detection.statistical.SparseStructureLearning method)
plot_roc_curve() (in module kenchi.visualization)
(kenchi.outlier_detection.base.BaseOutlierDetector method)
(kenchi.pipeline.Pipeline method)
precision_ (kenchi.outlier_detection.statistical.SparseStructureLearning attribute)
,
[1]
precisions_ (kenchi.outlier_detection.statistical.GMM attribute)
,
[1]
precisions_cholesky_ (kenchi.outlier_detection.statistical.GMM attribute)
,
[1]
predict() (kenchi.outlier_detection.base.BaseOutlierDetector method)
S
S_ (kenchi.outlier_detection.distance_based.OneTimeSampling attribute)
score() (kenchi.outlier_detection.clustering_based.MiniBatchKMeans method)
(kenchi.outlier_detection.reconstruction_based.PCA method)
(kenchi.outlier_detection.statistical.GMM method)
(kenchi.outlier_detection.statistical.KDE method)
(kenchi.outlier_detection.statistical.SparseStructureLearning method)
singular_values_ (kenchi.outlier_detection.reconstruction_based.PCA attribute)
,
[1]
SparseStructureLearning (class in kenchi.outlier_detection.statistical)
subsamples_ (kenchi.outlier_detection.distance_based.OneTimeSampling attribute)
T
threshold_ (kenchi.outlier_detection.angle_based.FastABOD attribute)
(kenchi.outlier_detection.clustering_based.MiniBatchKMeans attribute)
(kenchi.outlier_detection.density_based.LOF attribute)
(kenchi.outlier_detection.distance_based.KNN attribute)
(kenchi.outlier_detection.distance_based.OneTimeSampling attribute)
(kenchi.outlier_detection.ensemble.IForest attribute)
(kenchi.outlier_detection.reconstruction_based.PCA attribute)
(kenchi.outlier_detection.statistical.GMM attribute)
(kenchi.outlier_detection.statistical.HBOS attribute)
(kenchi.outlier_detection.statistical.KDE attribute)
(kenchi.outlier_detection.statistical.SparseStructureLearning attribute)
W
weights_ (kenchi.outlier_detection.statistical.GMM attribute)
,
[1]
X
X_ (kenchi.outlier_detection.angle_based.FastABOD attribute)
,
[1]
(kenchi.outlier_detection.density_based.LOF attribute)
,
[1]
(kenchi.outlier_detection.distance_based.KNN attribute)
,
[1]
(kenchi.outlier_detection.statistical.HBOS attribute)
(kenchi.outlier_detection.statistical.KDE attribute)
,
[1]
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