pyrregular.models

Model pipelines. Each module needs its own extra (see the README).

Importing this package does not import any model library.

Functions

get_paper_model(name)

Return an unfitted copy of a paper model's pipeline (imports its library).

list_paper_models()

pyrregular.models.get_paper_model(name)[source]

Return an unfitted copy of a paper model’s pipeline (imports its library).

pyrregular.models.list_paper_models()[source]

Modules

aeon_borf

BORF pipeline (aeon implementation, as used in the pyrregular paper).

borf

BORF pipelines.

brits

BRITS.

grud

GRUD.

knn

KNN.

lgbm

LGBM Pipeline.

ncde

NCDE.

nodes

Nodes.

raindrop

Raindrop.

ridge_cv

rifc

RIFC Pipeline.

rocket

Rocket Pipeline.

saits

SAITS.

svm

SVM Pipeline.

timesnet

TimesNet.

torch_dataloader