add_id |
Enrich source data with an ID |
as.anomalies |
Create a class anomalies from a (pre-filterd) stranger/singular |
BudgetUK |
Budget Shares of British Households |
cor-method |
Correlation for stranger objects |
crazyfy |
Data preparation before detection of strangers |
explore |
Data Exploration plots |
filter.singular |
dplyr methods |
filter.stranger |
dplyr methods |
fortify.anomalies |
Merge stranger/singular objects to a dataset |
fortify.singular |
Merge stranger/singular objects to a dataset |
fortify.stranger |
Merge stranger/singular objects to a dataset |
get_anomalies |
Retrieve anomalies |
get_info |
stranger object information |
get_info.singular |
singularized metrics information |
get_info.stranger |
stranger object information |
lucky_odds |
Quickly apply stanger full process flow to flag candidates anomalies applying one weird method |
plot.anomalies |
Data visualizations of anomaly score locally around a specific data point |
plot.fortifiedanomaly |
Data visualizations of anomaly score locally around a specific data point |
plot.singular |
Data visualizations of anomaly score locally around a specific data point |
plot.stranger |
Data visualizations of anomaly score locally around a specific data point |
singular |
Normalize anomalies metrics and (eventually) stack them |
singularize |
Normalize anomalies metrics and (eventually) stack them |
strange |
Computes anomaly metrics by invoking specific method(s) with associated sets of parameters |
stranger |
Computes anomaly metrics by invoking specific method(s) with associated sets of parameters |
weird |
Define a call to a weird function |
weirds_list |
Provides the list of available methods |
weird_abod |
weirdness wrappers for available anomalies detection methods |
weird_autoencode |
weirdness wrappers for available anomalies detection methods |
weird_isofor |
weirdness wrappers for available anomalies detection methods |
weird_kmeans |
weirdness wrappers for available anomalies detection methods |
weird_knn |
weirdness wrappers for available anomalies detection methods |
weird_lof |
weirdness wrappers for available anomalies detection methods |
weird_mahalanobis |
weirdness wrappers for available anomalies detection methods |
weird_pcout |
weirdness wrappers for available anomalies detection methods |
weird_randomforest |
weirdness wrappers for available anomalies detection methods |