tatk.policy.mdrg.multiwoz.utils package¶

Submodules¶

tatk.policy.mdrg.multiwoz.utils.dbPointer module¶

tatk.policy.mdrg.multiwoz.utils.dbPointer.oneHotVector(num, domain, vector)¶: Return number of available entities for particular domain.

tatk.policy.mdrg.multiwoz.utils.dbPointer.queryResult(domain, turn)¶: Returns the list of entities for a given domain based on the annotation of the belief state

tatk.policy.mdrg.multiwoz.utils.dbPointer.queryResultVenues(domain, turn, real_belief=False)¶

tatk.policy.mdrg.multiwoz.utils.dbPointer.table_schema(domain)¶

tatk.policy.mdrg.multiwoz.utils.dbquery module¶

tatk.policy.mdrg.multiwoz.utils.dbquery.auto_download()¶

tatk.policy.mdrg.multiwoz.utils.dbquery.query(domain, constraints, ignore_open=True)¶: Returns the list of entities for a given domain based on the annotation of the belief state

tatk.policy.mdrg.multiwoz.utils.delexicalize module¶

tatk.policy.mdrg.multiwoz.utils.delexicalize.delexicalise(utt, dictionary)¶

tatk.policy.mdrg.multiwoz.utils.delexicalize.delexicaliseDomain(utt, dictionary, domain)¶

tatk.policy.mdrg.multiwoz.utils.delexicalize.prepareSlotValuesIndependent()¶

tatk.policy.mdrg.multiwoz.utils.nlp module¶

class tatk.policy.mdrg.multiwoz.utils.nlp.BLEUScorer¶

Bases: object

__init__()¶: Initialize self. See help(type(self)) for accurate signature.

score(hypothesis, corpus, n=1)¶

class tatk.policy.mdrg.multiwoz.utils.nlp.GentScorer(detectfile)¶

Bases: object

__init__(detectfile)¶: Initialize self. See help(type(self)) for accurate signature.

scoreBLEU(parallel_corpus)¶

tatk.policy.mdrg.multiwoz.utils.nlp.insertSpace(token, text)¶

tatk.policy.mdrg.multiwoz.utils.nlp.normalize(text)¶

tatk.policy.mdrg.multiwoz.utils.nlp.sentence_bleu_4(hyp, refs, weights=[0.25, 0.25, 0.25, 0.25])¶

tatk.policy.mdrg.multiwoz.utils.util module¶

Utility functions

tatk.policy.mdrg.multiwoz.utils.util.asMinutes(s)¶

tatk.policy.mdrg.multiwoz.utils.util.loadDialogue(model, val_file, input_tensor, target_tensor, bs_tensor, db_tensor)¶

tatk.policy.mdrg.multiwoz.utils.util.load_config(basename)¶

tatk.policy.mdrg.multiwoz.utils.util.load_dict(filename)¶

tatk.policy.mdrg.multiwoz.utils.util.padSequence(tensor)¶

tatk.policy.mdrg.multiwoz.utils.util.str2bool(v)¶

tatk.policy.mdrg.multiwoz.utils.util.timeSince(since, percent)¶

tatk.policy.mdrg.multiwoz.utils.util.unicode_to_utf8(d)¶