Utility Functions for Large-scale Data
Transform a data frame
bigutilsr: Utility Functions for Large-scale Data
Deprecated
Robust Location and Scatter Estimation - Ortogonalized Gnanadesikan-Ke...
Geometric median
Outlier detection (histogram)
Find K nearest neighbours for multiple query points
Local Outlier Factor (LOF)
Transform matrix
Compute the Number of Classes for a Histogram
Number of spikes in PCA
OADP projection
Predict method
Probabilistic set distance
Procrustes transform
Objects exported from other packages
Gaussian smoothing
Outlier detection threshold (upper)
Utility functions for large-scale data. For now, package 'bigutilsr' mainly includes functions for outlier detection and unbiased PCA projection.