User Guide
API Reference
RobustCovariance
RobustCovariance.calculate_covariance()
RobustCovariance.correlation
RobustCovariance.covariance
RobustCovariance.distance_distance_plot()
RobustCovariance.fit()
CellMCD
CellMCD.calculate_covariance()
CellMCD.cell_MCD_plot()
InitialDDCW
InitialDDCW.calculate_covariance()
KendallTau
KendallTau.calculate_covariance()
DetMCD
DetMCD.calculate_covariance()
FastMCD
FastMCD.calculate_covariance()
HSubset
HSubset.determinant
HSubset.indices
HSubset.location
HSubset.n_c_steps
HSubset.scale
OGK
OGK.calculate_covariance()
WrappingCovariance
WrappingCovariance.calculate_covariance()
load_animals()
load_glass()
load_stars()
load_telephone()
load_topgear()
DDC
DDC.cellmap()
DDC.fit()
DDC.impute()
DDC.predict()
get_custom_cmap()
RobustPCA
RobustPCA.fit()
RobustPCA.plot_outlier_map()
RobustPCA.project()
RobustPCA.transform()
get_od_cutoff()
ROBPCA
ROBPCA.fit()
PCALocantore
PCALocantore.fit()
DataCleaner
DataCleaner.dropped_columns
DataCleaner.dropped_rows
DataCleaner.fit()
DataCleaner.transform()
RobustScaler
RobustScaler.fit()
RobustScaler.inverse_transform()
RobustScaler.transform()
RobustPowerTransformer
RobustPowerTransformer.fit()
RobustPowerTransformer.inverse_transform()
RobustPowerTransformer.transform()
wrapping_transformation()
RobustRegression
RobustRegression.fit()
RobustRegression.outlier_map()
RobustRegression.predict()
RobustRegression.scale
FastLTSRegression
FastLTSRegression.fit()
FastLTSRegression.predict()
get_correction_factor()
get_correction_factor_reweighting()
SRegression
SRegression.fit()
SRegression.predict()
MMRegression
MMRegression.fit()
MMRegression.predict()
LocationOrScaleEstimator
RobustScale
RobustScale.fit()
RobustScale.location
RobustScale.scale
UnivariateMCD
CellwiseOneStepM
HuberOneStepM
OneStepM
OneStepWrapping
Qn
Tau
Boxplot
Boxplot.lower_whisker
Boxplot.median
Boxplot.q1
Boxplot.q3
Boxplot.upper_whisker
adjusted_boxplot()
mahalanobis_distance()
BaseRho
BaseRho.psi()
BaseRho.rho()
Huber
Huber.psi()
Huber.rho()
TukeyBisquare
TukeyBisquare.psi()
TukeyBisquare.rho()
inverse_submatrix()
l1median()
weighted_median()
stahel_donoho()