flexs.baselines.explorers.cbas_dbas¶

CbAS and DbAS explorers.

class flexs.baselines.explorers.cbas_dbas.CbAS(model, generator, rounds, starting_sequence, sequences_batch_size, model_queries_per_batch, alphabet, algo='cbas', Q=0.7, cycle_batch_size=100, mutation_rate=0.2, log_file=None)[source]¶

Bases: flexs.explorer.Explorer

CbAS and DbAS explorers.

propose_sequences(measured_sequences_data)[source]¶

Propose top sequences_batch_size sequences for evaluation.

Return type: Tuple[ndarray, ndarray]