Dataset loaders

NATOPS

function load_NATOPS( dirpath::String=joinpath(dirname(pathof(ModalAssociationRules)), "../test/data/NATOPS"), fileprefix::String="NATOPS" )

Loader for NATOPS dataset. More on the official GitHub repository.

function load_libras( dirpath::String=joinpath(dirname(pathof(ModalAssociationRules)), "../test/data/Libras"), fileprefix::String="Libras" )

Loader for Libras dataset. More information on UCI Archive.

load_hugadb(;
    filepath::String=HUGADB_FILEPATH,
    filename::String="HuGaDB_v2_various_01_00.txt",
)

Loader for HuGaDB dataset. More information on the official GitHub repository.

TODO

filter_hugadb(X::DataFrame, id)

Isolate from X, which is a DataFrame encoding a set of HuGaDB instances, the only parts corresponding to a specific movement id.

function load_epilepsy( dirpath::String=joinpath(dirname(pathof(ModalAssociationRules)), "../test/data/Epilepsy"), fileprefix::String="Epilepsy" )

Loader for Epilepsy dataset. More information on timeseriesclassification.com.