ModelVersion#
- class alphagenome.models.v1.dna_client.ModelVersion(value)[source]#
Enumeration of available model checkpoints.
Cross-validation checkpoints use the eight-fold genome split (
fold0–fold7) from Borzoi, where each checkpoint trains on six splits and holds out one validation split and one test split (seealphagenome.data.fold_intervals.get_fold_names()).- ALL_FOLDS#
Distilled model trained across the full genome (default).
- FOLD_0#
Cross-validation model holding out
fold0(valid) andfold1(test).
- FOLD_1#
Cross-validation model holding out
fold3(valid) andfold4(test).
- FOLD_2#
Cross-validation model holding out
fold2(valid) andfold5(test).
- FOLD_3#
Cross-validation model holding out
fold6(valid) andfold7(test).