rnaglib.splitters

Splitter objects compute a train, validation, and test split for a given dataset.

Abstract classes

Subclass these to create your own tasks.

Splitter([split_train, split_valid, split_test])
ClusterSplitter([similarity_threshold, ...])	Abstract class for splitting by clustering with a similarity function

Splitters

RandomSplitter([seed])	" Just split a dataset randomly.
RNAalignSplitter(structures_dir[, seed, ...])	Splits based on structural similarity using RNAalign.
CDHitSplitter([similarity_threshold, ...])	Splits based on sequence similarity using CDHit.