MatchZoo-py
init_doc
Contents:
matchzoo
MatchZoo Model Reference
API Reference
MatchZoo-py
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__add__() (matchzoo.engine.hyper_spaces.HyperoptProxy method)
__bool__() (matchzoo.engine.param.Param method)
(matchzoo.Param method)
__call__() (matchzoo.data_pack.data_pack.DataPack.FrameView method)
(matchzoo.DataPack.FrameView method)
(matchzoo.data_pack.DataPack.FrameView method)
(matchzoo.engine.base_metric.BaseMetric method)
(matchzoo.metrics.Accuracy method)
(matchzoo.metrics.CrossEntropy method)
(matchzoo.metrics.DiscountedCumulativeGain method)
(matchzoo.metrics.MeanAveragePrecision method)
(matchzoo.metrics.MeanReciprocalRank method)
(matchzoo.metrics.NormalizedDiscountedCumulativeGain method)
(matchzoo.metrics.Precision method)
(matchzoo.metrics.accuracy.Accuracy method)
(matchzoo.metrics.average_precision.AveragePrecision method)
(matchzoo.metrics.cross_entropy.CrossEntropy method)
(matchzoo.metrics.discounted_cumulative_gain.DiscountedCumulativeGain method)
(matchzoo.metrics.mean_average_precision.MeanAveragePrecision method)
(matchzoo.metrics.mean_reciprocal_rank.MeanReciprocalRank method)
(matchzoo.metrics.normalized_discounted_cumulative_gain.NormalizedDiscountedCumulativeGain method)
(matchzoo.metrics.precision.Precision method)
__constants__ (matchzoo.losses.rank_cross_entropy_loss.RankCrossEntropyLoss attribute)
(matchzoo.losses.RankCrossEntropyLoss attribute)
(matchzoo.losses.RankHingeLoss attribute)
(matchzoo.losses.rank_hinge_loss.RankHingeLoss attribute)
__contains__() (matchzoo.engine.param_table.ParamTable method)
(matchzoo.ParamTable method)
__eq__() (matchzoo.engine.base_metric.BaseMetric method)
__floordiv__() (matchzoo.engine.hyper_spaces.HyperoptProxy method)
__getitem__() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.DataPack method)
(matchzoo.DataPack.FrameView method)
(matchzoo.ParamTable method)
(matchzoo.data_pack.DataPack method)
(matchzoo.data_pack.DataPack.FrameView method)
(matchzoo.data_pack.data_pack.DataPack.FrameView method)
(matchzoo.dataloader.Dataset method)
(matchzoo.dataloader.dataset.Dataset method)
(matchzoo.engine.param_table.ParamTable method)
__hash__() (matchzoo.engine.base_metric.BaseMetric method)
__iter__() (matchzoo.dataloader.DataLoader method)
(matchzoo.ParamTable method)
(matchzoo.dataloader.dataloader.DataLoader method)
(matchzoo.dataloader.sampler.BatchSampler method)
(matchzoo.dataloader.sampler.RandomSampler method)
(matchzoo.dataloader.sampler.SequentialSampler method)
(matchzoo.dataloader.sampler.SortedSampler method)
(matchzoo.engine.param_table.ParamTable method)
__len__() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.DataPack method)
(matchzoo.data_pack.DataPack method)
(matchzoo.dataloader.DataLoader method)
(matchzoo.dataloader.Dataset method)
(matchzoo.dataloader.dataloader.DataLoader method)
(matchzoo.dataloader.dataset.Dataset method)
(matchzoo.dataloader.sampler.BatchSampler method)
(matchzoo.dataloader.sampler.RandomSampler method)
(matchzoo.dataloader.sampler.SequentialSampler method)
(matchzoo.dataloader.sampler.SortedSampler method)
__missing__() (matchzoo.preprocessors.units.Vocabulary.TermIndex method)
(matchzoo.preprocessors.units.vocabulary.Vocabulary.TermIndex method)
__mul__() (matchzoo.engine.hyper_spaces.HyperoptProxy method)
__neg__() (matchzoo.engine.hyper_spaces.HyperoptProxy method)
__pow__() (matchzoo.engine.hyper_spaces.HyperoptProxy method)
__radd__() (matchzoo.engine.hyper_spaces.HyperoptProxy method)
__repr__() (matchzoo.engine.base_metric.BaseMetric method)
(matchzoo.metrics.Accuracy method)
(matchzoo.metrics.CrossEntropy method)
(matchzoo.metrics.DiscountedCumulativeGain method)
(matchzoo.metrics.MeanAveragePrecision method)
(matchzoo.metrics.MeanReciprocalRank method)
(matchzoo.metrics.NormalizedDiscountedCumulativeGain method)
(matchzoo.metrics.Precision method)
(matchzoo.metrics.accuracy.Accuracy method)
(matchzoo.metrics.average_precision.AveragePrecision method)
(matchzoo.metrics.cross_entropy.CrossEntropy method)
(matchzoo.metrics.discounted_cumulative_gain.DiscountedCumulativeGain method)
(matchzoo.metrics.mean_average_precision.MeanAveragePrecision method)
(matchzoo.metrics.mean_reciprocal_rank.MeanReciprocalRank method)
(matchzoo.metrics.normalized_discounted_cumulative_gain.NormalizedDiscountedCumulativeGain method)
(matchzoo.metrics.precision.Precision method)
__rfloordiv__() (matchzoo.engine.hyper_spaces.HyperoptProxy method)
__rmul__() (matchzoo.engine.hyper_spaces.HyperoptProxy method)
__rpow__() (matchzoo.engine.hyper_spaces.HyperoptProxy method)
__rsub__() (matchzoo.engine.hyper_spaces.HyperoptProxy method)
__rtruediv__() (matchzoo.engine.hyper_spaces.HyperoptProxy method)
__setitem__() (matchzoo.engine.param_table.ParamTable method)
(matchzoo.ParamTable method)
__str__() (matchzoo.engine.hyper_spaces.choice method)
(matchzoo.ParamTable method)
(matchzoo.engine.hyper_spaces.quniform method)
(matchzoo.engine.hyper_spaces.uniform method)
(matchzoo.engine.param_table.ParamTable method)
(matchzoo.tasks.Classification method)
(matchzoo.tasks.Ranking method)
(matchzoo.tasks.classification.Classification method)
(matchzoo.tasks.ranking.Ranking method)
__sub__() (matchzoo.engine.hyper_spaces.HyperoptProxy method)
__truediv__() (matchzoo.engine.hyper_spaces.HyperoptProxy method)
__version__ (in module matchzoo)
(in module matchzoo.version)
_apply_on_text_both() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.DataPack method)
(matchzoo.data_pack.DataPack method)
_apply_on_text_left() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.DataPack method)
(matchzoo.data_pack.DataPack method)
_apply_on_text_right() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.DataPack method)
(matchzoo.data_pack.DataPack method)
_assure_losses() (matchzoo.engine.base_task.BaseTask method)
_assure_metrics() (matchzoo.engine.base_task.BaseTask method)
_backward() (matchzoo.trainers.Trainer method)
(matchzoo.trainers.trainer.Trainer method)
_bfs() (in module matchzoo.utils.list_recursive_subclasses)
_build_dataloader_builder() (matchzoo.auto.Preparer method)
(matchzoo.auto.preparer.Preparer method)
(matchzoo.auto.preparer.preparer.Preparer method)
_build_dataset_builder() (matchzoo.auto.Preparer method)
(matchzoo.auto.preparer.Preparer method)
(matchzoo.auto.preparer.preparer.Preparer method)
_build_match_histogram() (in module matchzoo.dataloader.callbacks.histogram)
_build_matrix() (matchzoo.auto.Preparer method)
(matchzoo.auto.preparer.Preparer method)
(matchzoo.auto.preparer.preparer.Preparer method)
_build_model() (matchzoo.auto.Preparer method)
(matchzoo.auto.preparer.Preparer method)
(matchzoo.auto.preparer.preparer.Preparer method)
_convert() (matchzoo.engine.base_task.BaseTask method)
_convert_to_list_index() (in module matchzoo.data_pack.data_pack)
_create_base_network() (matchzoo.models.CDSSM method)
(matchzoo.models.cdssm.CDSSM method)
_create_full_params() (matchzoo.auto.Tuner method)
(matchzoo.auto.tuner.Tuner method)
(matchzoo.auto.tuner.tuner.Tuner method)
_default_units() (matchzoo.engine.base_preprocessor.BasePreprocessor class method)
(matchzoo.preprocessors.CDSSMPreprocessor class method)
(matchzoo.preprocessors.DSSMPreprocessor class method)
(matchzoo.preprocessors.cdssm_preprocessor.CDSSMPreprocessor class method)
(matchzoo.preprocessors.dssm_preprocessor.DSSMPreprocessor class method)
_df() (matchzoo.preprocessors.units.frequency_filter.FrequencyFilter class method)
(matchzoo.preprocessors.units.FrequencyFilter class method)
_download_data() (in module matchzoo.datasets.quora_qp.load_data)
(in module matchzoo.datasets.snli.load_data)
(in module matchzoo.datasets.wiki_qa.load_data)
_dynamic_pooling_index() (in module matchzoo.dataloader.callbacks.dynamic_pooling)
_eval_metric_on_data_frame() (matchzoo.trainers.Trainer class method)
(matchzoo.trainers.trainer.Trainer class method)
_extract_archive() (in module matchzoo.utils.get_file)
_fasttext_embedding_url (in module matchzoo.datasets.embeddings.load_fasttext_embedding)
_filter_concrete() (in module matchzoo.utils.list_recursive_subclasses)
_fix_loss_sign() (matchzoo.auto.Tuner method)
(matchzoo.auto.tuner.Tuner method)
(matchzoo.auto.tuner.tuner.Tuner method)
_fmin() (matchzoo.auto.Tuner method)
(matchzoo.auto.tuner.Tuner method)
(matchzoo.auto.tuner.tuner.Tuner method)
_forward_unpadded() (matchzoo.modules.stacked_brnn.StackedBRNN method)
(matchzoo.modules.StackedBRNN method)
_gen_ids() (in module matchzoo.data_pack.pack)
_glove_embedding_url (in module matchzoo.datasets.embeddings.load_glove_embedding)
_handle_callbacks_on_batch_data_pack() (matchzoo.dataloader.Dataset method)
(matchzoo.dataloader.dataset.Dataset method)
_handle_callbacks_on_batch_unpacked() (matchzoo.dataloader.DataLoader method)
(matchzoo.dataloader.Dataset method)
(matchzoo.dataloader.dataloader.DataLoader method)
(matchzoo.dataloader.dataset.Dataset method)
_hash_file() (in module matchzoo.utils)
(in module matchzoo.utils.get_file)
_idf() (matchzoo.preprocessors.units.frequency_filter.FrequencyFilter class method)
(matchzoo.preprocessors.units.FrequencyFilter class method)
_infer_num_neg() (matchzoo.auto.Preparer method)
(matchzoo.auto.preparer.Preparer method)
(matchzoo.auto.preparer.preparer.Preparer method)
_infer_pre_assignment_hook() (matchzoo.engine.param.Param method)
(matchzoo.Param method)
_load_dataloader() (matchzoo.trainers.Trainer method)
(matchzoo.trainers.trainer.Trainer method)
_load_model() (matchzoo.trainers.Trainer method)
(matchzoo.trainers.trainer.Trainer method)
_load_path() (matchzoo.trainers.Trainer method)
(matchzoo.trainers.trainer.Trainer method)
_log_result() (matchzoo.auto.Tuner class method)
(matchzoo.auto.tuner.Tuner class method)
(matchzoo.auto.tuner.tuner.Tuner class method)
_make_conv_pool_block() (matchzoo.models.ArcI class method)
(matchzoo.models.ArcII class method)
(matchzoo.models.arci.ArcI class method)
(matchzoo.models.arcii.ArcII class method)
_make_default_embedding_layer() (matchzoo.engine.base_model.BaseModel method)
_make_embedding_layer() (matchzoo.engine.base_model.BaseModel method)
_make_multi_layer_perceptron_layer() (matchzoo.engine.base_model.BaseModel method)
_make_output_layer() (matchzoo.engine.base_model.BaseModel method)
_make_perceptron_layer() (matchzoo.engine.base_model.BaseModel method)
_MATCH_PUNC (matchzoo.preprocessors.units.punc_removal.PuncRemoval attribute)
(matchzoo.preprocessors.units.PuncRemoval attribute)
_merge() (in module matchzoo.data_pack.pack)
_normalize_embedding() (matchzoo.preprocessors.units.matching_histogram.MatchingHistogram method)
(matchzoo.preprocessors.units.MatchingHistogram method)
_optional_inplace() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.DataPack method)
(matchzoo.data_pack.DataPack method)
_parse() (in module matchzoo.utils.parse)
_parse_metric() (in module matchzoo.utils.parse)
_read_data() (in module matchzoo.datasets.quora_qp.load_data)
(in module matchzoo.datasets.snli.load_data)
(in module matchzoo.datasets.wiki_qa.load_data)
_reorganize_pair_wise() (matchzoo.dataloader.Dataset class method)
(matchzoo.dataloader.dataset.Dataset class method)
_run() (matchzoo.auto.Tuner method)
(matchzoo.auto.tuner.Tuner method)
(matchzoo.auto.tuner.tuner.Tuner method)
_run_epoch() (matchzoo.trainers.Trainer method)
(matchzoo.trainers.trainer.Trainer method)
_run_scheduler() (matchzoo.trainers.Trainer method)
(matchzoo.trainers.trainer.Trainer method)
_save() (matchzoo.trainers.Trainer method)
(matchzoo.trainers.trainer.Trainer method)
_set_param_default() (matchzoo.engine.base_model.BaseModel method)
_tf() (matchzoo.preprocessors.units.frequency_filter.FrequencyFilter class method)
(matchzoo.preprocessors.units.FrequencyFilter class method)
_trunc_text() (in module matchzoo.dataloader.callbacks.histogram)
_url (in module matchzoo.datasets.quora_qp.load_data)
(in module matchzoo.datasets.snli.load_data)
(in module matchzoo.datasets.wiki_qa.load_data)
_validate() (matchzoo.engine.param.Param method)
(matchzoo.Param method)
_validate_dataloader() (matchzoo.auto.Tuner class method)
(matchzoo.auto.tuner.Tuner class method)
(matchzoo.auto.tuner.tuner.Tuner class method)
_validate_kwargs() (matchzoo.auto.Tuner class method)
(matchzoo.auto.tuner.Tuner class method)
(matchzoo.auto.tuner.tuner.Tuner class method)
_validate_matching_type() (matchzoo.modules.Matching class method)
(matchzoo.modules.matching.Matching class method)
_validate_metric() (matchzoo.auto.Tuner class method)
(matchzoo.auto.tuner.Tuner class method)
(matchzoo.auto.tuner.tuner.Tuner class method)
_validate_mode() (matchzoo.auto.Tuner class method)
(matchzoo.auto.tuner.Tuner class method)
(matchzoo.auto.tuner.tuner.Tuner class method)
_validate_num_runs() (matchzoo.auto.Tuner class method)
(matchzoo.auto.tuner.Tuner class method)
(matchzoo.auto.tuner.tuner.Tuner class method)
_validate_optimizer() (matchzoo.auto.Tuner class method)
(matchzoo.auto.tuner.Tuner class method)
(matchzoo.auto.tuner.tuner.Tuner class method)
_validate_params() (matchzoo.auto.Tuner class method)
(matchzoo.auto.tuner.Tuner class method)
(matchzoo.auto.tuner.tuner.Tuner class method)
_wrap_as_composite_func() (in module matchzoo.engine.hyper_spaces)
A
Accuracy (class in matchzoo.metrics)
(class in matchzoo.metrics.accuracy)
activation (in module matchzoo.utils.parse)
add() (matchzoo.engine.param_table.ParamTable method)
(matchzoo.ParamTable method)
ALIAS (matchzoo.engine.base_metric.BaseMetric attribute)
(matchzoo.engine.base_metric.ClassificationMetric attribute)
(matchzoo.engine.base_metric.RankingMetric attribute)
(matchzoo.metrics.Accuracy attribute)
(matchzoo.metrics.CrossEntropy attribute)
(matchzoo.metrics.DiscountedCumulativeGain attribute)
(matchzoo.metrics.MeanAveragePrecision attribute)
(matchzoo.metrics.MeanReciprocalRank attribute)
(matchzoo.metrics.NormalizedDiscountedCumulativeGain attribute)
(matchzoo.metrics.Precision attribute)
(matchzoo.metrics.accuracy.Accuracy attribute)
(matchzoo.metrics.average_precision.AveragePrecision attribute)
(matchzoo.metrics.cross_entropy.CrossEntropy attribute)
(matchzoo.metrics.discounted_cumulative_gain.DiscountedCumulativeGain attribute)
(matchzoo.metrics.mean_average_precision.MeanAveragePrecision attribute)
(matchzoo.metrics.mean_reciprocal_rank.MeanReciprocalRank attribute)
(matchzoo.metrics.normalized_discounted_cumulative_gain.NormalizedDiscountedCumulativeGain attribute)
(matchzoo.metrics.precision.Precision attribute)
append_text_length() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.DataPack method)
(matchzoo.data_pack.DataPack method)
apply_on_text() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.DataPack method)
(matchzoo.data_pack.DataPack method)
ArcI (class in matchzoo.models)
(class in matchzoo.models.arci)
ArcII (class in matchzoo.models)
(class in matchzoo.models.arcii)
Attention (class in matchzoo.modules)
(class in matchzoo.modules.attention)
attention() (in module matchzoo.models.bimpm)
AverageMeter (class in matchzoo.utils)
(class in matchzoo.utils.average_meter)
AveragePrecision (class in matchzoo.metrics.average_precision)
avg (matchzoo.utils.average_meter.AverageMeter attribute)
(matchzoo.utils.AverageMeter attribute)
B
BaseCallback (class in matchzoo.engine.base_callback)
BaseMetric (class in matchzoo.engine.base_metric)
BaseModel (class in matchzoo.engine.base_model)
BasePreprocessor (class in matchzoo.engine.base_preprocessor)
BaseTask (class in matchzoo.engine.base_task)
BasicPadding (class in matchzoo.dataloader.callbacks)
(class in matchzoo.dataloader.callbacks.padding)
BasicPreprocessor (class in matchzoo.preprocessors)
(class in matchzoo.preprocessors.basic_preprocessor)
BatchSampler (class in matchzoo.dataloader.sampler)
Bert (class in matchzoo.models)
(class in matchzoo.models.bert)
BertModule (class in matchzoo.modules)
(class in matchzoo.modules.bert_module)
BertPadding (class in matchzoo.dataloader.callbacks)
(class in matchzoo.dataloader.callbacks.padding)
BertPreprocessor (class in matchzoo.preprocessors)
(class in matchzoo.preprocessors.bert_preprocessor)
best_so_far (matchzoo.utils.early_stopping.EarlyStopping attribute)
(matchzoo.utils.EarlyStopping attribute)
BidirectionalAttention (class in matchzoo.modules)
(class in matchzoo.modules.attention)
BiMPM (class in matchzoo.models)
(class in matchzoo.models.bimpm)
build() (matchzoo.dataloader.dataloader_builder.DataLoaderBuilder method)
(matchzoo.dataloader.DataLoaderBuilder method)
(matchzoo.dataloader.DatasetBuilder method)
(matchzoo.dataloader.dataset_builder.DatasetBuilder method)
(matchzoo.engine.base_model.BaseModel method)
(matchzoo.models.ArcI method)
(matchzoo.models.ArcII method)
(matchzoo.models.Bert method)
(matchzoo.models.BiMPM method)
(matchzoo.models.CDSSM method)
(matchzoo.models.ConvKNRM method)
(matchzoo.models.DRMM method)
(matchzoo.models.DRMMTKS method)
(matchzoo.models.DSSM method)
(matchzoo.models.DenseBaseline method)
(matchzoo.models.ESIM method)
(matchzoo.models.KNRM method)
(matchzoo.models.MatchLSTM method)
(matchzoo.models.arci.ArcI method)
(matchzoo.models.arcii.ArcII method)
(matchzoo.models.bert.Bert method)
(matchzoo.models.bimpm.BiMPM method)
(matchzoo.models.cdssm.CDSSM method)
(matchzoo.models.conv_knrm.ConvKNRM method)
(matchzoo.models.dense_baseline.DenseBaseline method)
(matchzoo.models.drmm.DRMM method)
(matchzoo.models.drmmtks.DRMMTKS method)
(matchzoo.models.dssm.DSSM method)
(matchzoo.models.esim.ESIM method)
(matchzoo.models.knrm.KNRM method)
(matchzoo.models.matchlstm.MatchLSTM method)
build_matrix() (matchzoo.Embedding method)
(matchzoo.embedding.Embedding method)
(matchzoo.embedding.embedding.Embedding method)
build_unit_from_data_pack() (in module matchzoo)
(in module matchzoo.preprocessors.build_unit_from_data_pack)
build_vocab_unit() (in module matchzoo)
(in module matchzoo.preprocessors.build_vocab_unit)
C
callbacks (matchzoo.dataloader.Dataset attribute)
(matchzoo.dataloader.dataset.Dataset attribute)
CDSSM (class in matchzoo.models)
(class in matchzoo.models.cdssm)
CDSSMPadding (class in matchzoo.dataloader.callbacks)
(class in matchzoo.dataloader.callbacks.padding)
CDSSMPreprocessor (class in matchzoo.preprocessors)
(class in matchzoo.preprocessors.cdssm_preprocessor)
chain_transform() (in module matchzoo)
(in module matchzoo.preprocessors.chain_transform)
CharacterIndex (class in matchzoo.preprocessors.units)
(class in matchzoo.preprocessors.units.character_index)
choice (class in matchzoo.engine.hyper_spaces)
Classification (class in matchzoo.tasks)
(class in matchzoo.tasks.classification)
ClassificationMetric (class in matchzoo.engine.base_metric)
completed() (matchzoo.engine.param_table.ParamTable method)
(matchzoo.ParamTable method)
context (matchzoo.engine.base_preprocessor.BasePreprocessor attribute)
(matchzoo.preprocessors.units.StatefulUnit attribute)
(matchzoo.preprocessors.units.stateful_unit.StatefulUnit attribute)
convert() (matchzoo.engine.hyper_spaces.HyperoptProxy method)
ConvKNRM (class in matchzoo.models)
(class in matchzoo.models.conv_knrm)
copy() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.DataPack method)
(matchzoo.data_pack.DataPack method)
CrossEntropy (class in matchzoo.metrics)
(class in matchzoo.metrics.cross_entropy)
D
DATA_FILENAME (matchzoo.data_pack.data_pack.DataPack attribute)
(matchzoo.DataPack attribute)
(matchzoo.data_pack.DataPack attribute)
(matchzoo.engine.base_preprocessor.BasePreprocessor attribute)
data_pack (matchzoo.dataloader.Dataset attribute)
(matchzoo.dataloader.dataset.Dataset attribute)
DATA_ROOT (in module matchzoo.datasets.embeddings)
DataLoader (class in matchzoo.dataloader)
(class in matchzoo.dataloader.dataloader)
DataLoaderBuilder (class in matchzoo.dataloader)
(class in matchzoo.dataloader.dataloader_builder)
DataPack (class in matchzoo)
(class in matchzoo.data_pack)
(class in matchzoo.data_pack.data_pack)
DataPack.FrameView (class in matchzoo)
(class in matchzoo.data_pack)
(class in matchzoo.data_pack.data_pack)
Dataset (class in matchzoo.dataloader)
(class in matchzoo.dataloader.dataset)
DatasetBuilder (class in matchzoo.dataloader)
(class in matchzoo.dataloader.dataset_builder)
DenseBaseline (class in matchzoo.models)
(class in matchzoo.models.dense_baseline)
desc (matchzoo.engine.param.Param attribute)
(matchzoo.Param attribute)
DigitRemoval (class in matchzoo.preprocessors.units)
(class in matchzoo.preprocessors.units.digit_removal)
DIINPadding (class in matchzoo.dataloader.callbacks)
(class in matchzoo.dataloader.callbacks.padding)
DIINPreprocessor (class in matchzoo.preprocessors)
(class in matchzoo.preprocessors.diin_preprocessor)
DiscountedCumulativeGain (class in matchzoo.metrics)
(class in matchzoo.metrics.discounted_cumulative_gain)
div_with_small_value() (in module matchzoo.models.bimpm)
DRMM (class in matchzoo.models)
(class in matchzoo.models.drmm)
DRMMPadding (class in matchzoo.dataloader.callbacks)
(class in matchzoo.dataloader.callbacks.padding)
DRMMTKS (class in matchzoo.models)
(class in matchzoo.models.drmmtks)
drop_label() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.DataPack method)
(matchzoo.data_pack.DataPack method)
dropout() (matchzoo.models.BiMPM method)
(matchzoo.models.bimpm.BiMPM method)
DSSM (class in matchzoo.models)
(class in matchzoo.models.dssm)
DSSMPreprocessor (class in matchzoo.preprocessors)
(class in matchzoo.preprocessors.dssm_preprocessor)
DynamicPooling (class in matchzoo.dataloader.callbacks)
(class in matchzoo.dataloader.callbacks.dynamic_pooling)
E
EarlyStopping (class in matchzoo.utils)
(class in matchzoo.utils.early_stopping)
EMBED_10 (in module matchzoo.datasets.embeddings)
EMBED_10_GLOVE (in module matchzoo.datasets.embeddings)
EMBED_RANK (in module matchzoo.datasets.embeddings)
Embedding (class in matchzoo)
(class in matchzoo.embedding)
(class in matchzoo.embedding.embedding)
ESIM (class in matchzoo.models)
(class in matchzoo.models.esim)
evaluate() (matchzoo.trainers.Trainer method)
(matchzoo.trainers.trainer.Trainer method)
F
fit() (matchzoo.engine.base_preprocessor.BasePreprocessor method)
(matchzoo.preprocessors.BasicPreprocessor method)
(matchzoo.preprocessors.BertPreprocessor method)
(matchzoo.preprocessors.CDSSMPreprocessor method)
(matchzoo.preprocessors.DIINPreprocessor method)
(matchzoo.preprocessors.DSSMPreprocessor method)
(matchzoo.preprocessors.NaivePreprocessor method)
(matchzoo.preprocessors.basic_preprocessor.BasicPreprocessor method)
(matchzoo.preprocessors.bert_preprocessor.BertPreprocessor method)
(matchzoo.preprocessors.cdssm_preprocessor.CDSSMPreprocessor method)
(matchzoo.preprocessors.diin_preprocessor.DIINPreprocessor method)
(matchzoo.preprocessors.dssm_preprocessor.DSSMPreprocessor method)
(matchzoo.preprocessors.naive_preprocessor.NaivePreprocessor method)
(matchzoo.preprocessors.units.FrequencyFilter method)
(matchzoo.preprocessors.units.StatefulUnit method)
(matchzoo.preprocessors.units.Vocabulary method)
(matchzoo.preprocessors.units.frequency_filter.FrequencyFilter method)
(matchzoo.preprocessors.units.stateful_unit.StatefulUnit method)
(matchzoo.preprocessors.units.vocabulary.Vocabulary method)
fit_kwargs (matchzoo.auto.Tuner attribute)
(matchzoo.auto.tuner.Tuner attribute)
(matchzoo.auto.tuner.tuner.Tuner attribute)
fit_transform() (matchzoo.engine.base_preprocessor.BasePreprocessor method)
forward() (matchzoo.engine.base_model.BaseModel method)
(matchzoo.losses.RankCrossEntropyLoss method)
(matchzoo.losses.RankHingeLoss method)
(matchzoo.losses.rank_cross_entropy_loss.RankCrossEntropyLoss method)
(matchzoo.losses.rank_hinge_loss.RankHingeLoss method)
(matchzoo.models.ArcI method)
(matchzoo.models.ArcII method)
(matchzoo.models.Bert method)
(matchzoo.models.BiMPM method)
(matchzoo.models.CDSSM method)
(matchzoo.models.ConvKNRM method)
(matchzoo.models.DRMM method)
(matchzoo.models.DRMMTKS method)
(matchzoo.models.DSSM method)
(matchzoo.models.DenseBaseline method)
(matchzoo.models.ESIM method)
(matchzoo.models.KNRM method)
(matchzoo.models.MatchLSTM method)
(matchzoo.models.arci.ArcI method)
(matchzoo.models.arcii.ArcII method)
(matchzoo.models.bert.Bert method)
(matchzoo.models.bimpm.BiMPM method)
(matchzoo.models.cdssm.CDSSM method)
(matchzoo.models.cdssm.Squeeze method)
(matchzoo.models.conv_knrm.ConvKNRM method)
(matchzoo.models.dense_baseline.DenseBaseline method)
(matchzoo.models.drmm.DRMM method)
(matchzoo.models.drmmtks.DRMMTKS method)
(matchzoo.models.dssm.DSSM method)
(matchzoo.models.esim.ESIM method)
(matchzoo.models.knrm.KNRM method)
(matchzoo.models.matchlstm.MatchLSTM method)
(matchzoo.modules.Attention method)
(matchzoo.modules.BertModule method)
(matchzoo.modules.BidirectionalAttention method)
(matchzoo.modules.GaussianKernel method)
(matchzoo.modules.MatchModule method)
(matchzoo.modules.Matching method)
(matchzoo.modules.RNNDropout method)
(matchzoo.modules.StackedBRNN method)
(matchzoo.modules.attention.Attention method)
(matchzoo.modules.attention.BidirectionalAttention method)
(matchzoo.modules.attention.MatchModule method)
(matchzoo.modules.bert_module.BertModule method)
(matchzoo.modules.dropout.RNNDropout method)
(matchzoo.modules.gaussian_kernel.GaussianKernel method)
(matchzoo.modules.matching.Matching method)
(matchzoo.modules.stacked_brnn.StackedBRNN method)
frame (matchzoo.data_pack.data_pack.DataPack attribute)
(matchzoo.DataPack attribute)
(matchzoo.data_pack.DataPack attribute)
FrequencyFilter (class in matchzoo.preprocessors.units)
(class in matchzoo.preprocessors.units.frequency_filter)
G
GaussianKernel (class in matchzoo.modules)
(class in matchzoo.modules.gaussian_kernel)
get() (matchzoo.engine.param_table.ParamTable method)
(matchzoo.ParamTable method)
get_default_config() (matchzoo.auto.Preparer class method)
(matchzoo.auto.preparer.Preparer class method)
(matchzoo.auto.preparer.preparer.Preparer class method)
get_default_padding_callback() (matchzoo.engine.base_model.BaseModel class method)
(matchzoo.models.ArcI class method)
(matchzoo.models.ArcII class method)
(matchzoo.models.BiMPM class method)
(matchzoo.models.CDSSM class method)
(matchzoo.models.DRMM class method)
(matchzoo.models.DSSM class method)
(matchzoo.models.ESIM class method)
(matchzoo.models.MatchLSTM class method)
(matchzoo.models.arci.ArcI class method)
(matchzoo.models.arcii.ArcII class method)
(matchzoo.models.bimpm.BiMPM class method)
(matchzoo.models.cdssm.CDSSM class method)
(matchzoo.models.drmm.DRMM class method)
(matchzoo.models.dssm.DSSM class method)
(matchzoo.models.esim.ESIM class method)
(matchzoo.models.matchlstm.MatchLSTM class method)
get_default_params() (matchzoo.engine.base_model.BaseModel class method)
(matchzoo.models.ArcI class method)
(matchzoo.models.ArcII class method)
(matchzoo.models.Bert class method)
(matchzoo.models.BiMPM class method)
(matchzoo.models.CDSSM class method)
(matchzoo.models.ConvKNRM class method)
(matchzoo.models.DRMM class method)
(matchzoo.models.DRMMTKS class method)
(matchzoo.models.DSSM class method)
(matchzoo.models.DenseBaseline class method)
(matchzoo.models.ESIM class method)
(matchzoo.models.KNRM class method)
(matchzoo.models.MatchLSTM class method)
(matchzoo.models.arci.ArcI class method)
(matchzoo.models.arcii.ArcII class method)
(matchzoo.models.bert.Bert class method)
(matchzoo.models.bimpm.BiMPM class method)
(matchzoo.models.cdssm.CDSSM class method)
(matchzoo.models.conv_knrm.ConvKNRM class method)
(matchzoo.models.dense_baseline.DenseBaseline class method)
(matchzoo.models.drmm.DRMM class method)
(matchzoo.models.drmmtks.DRMMTKS class method)
(matchzoo.models.dssm.DSSM class method)
(matchzoo.models.esim.ESIM class method)
(matchzoo.models.knrm.KNRM class method)
(matchzoo.models.matchlstm.MatchLSTM class method)
get_default_preprocessor() (matchzoo.engine.base_model.BaseModel class method)
(matchzoo.models.CDSSM class method)
(matchzoo.models.DSSM class method)
(matchzoo.models.cdssm.CDSSM class method)
(matchzoo.models.dssm.DSSM class method)
get_file() (in module matchzoo.utils)
(in module matchzoo.utils.get_file)
get_index_pool() (matchzoo.dataloader.Dataset method)
(matchzoo.dataloader.dataset.Dataset method)
guess_and_fill_missing_params() (matchzoo.engine.base_model.BaseModel method)
(matchzoo.models.CDSSM method)
(matchzoo.models.cdssm.CDSSM method)
H
has_label (matchzoo.data_pack.data_pack.DataPack attribute)
(matchzoo.DataPack attribute)
(matchzoo.data_pack.DataPack attribute)
Histogram (class in matchzoo.dataloader.callbacks)
(class in matchzoo.dataloader.callbacks.histogram)
hyper_space (matchzoo.engine.param.Param attribute)
(matchzoo.Param attribute)
(matchzoo.ParamTable attribute)
(matchzoo.engine.param_table.ParamTable attribute)
HyperoptProxy (class in matchzoo.engine.hyper_spaces)
I
id_left (matchzoo.dataloader.DataLoader attribute)
(matchzoo.dataloader.dataloader.DataLoader attribute)
index_pool (matchzoo.dataloader.Dataset attribute)
(matchzoo.dataloader.dataset.Dataset attribute)
init_epoch() (matchzoo.dataloader.DataLoader method)
(matchzoo.dataloader.dataloader.DataLoader method)
is_best_so_far (matchzoo.utils.early_stopping.EarlyStopping attribute)
(matchzoo.utils.EarlyStopping attribute)
K
keys() (matchzoo.engine.param_table.ParamTable method)
(matchzoo.ParamTable method)
KNRM (class in matchzoo.models)
(class in matchzoo.models.knrm)
L
label (matchzoo.dataloader.DataLoader attribute)
(matchzoo.dataloader.dataloader.DataLoader attribute)
LambdaCallback (class in matchzoo.dataloader.callbacks)
(class in matchzoo.dataloader.callbacks.lambda_callback)
left (matchzoo.data_pack.data_pack.DataPack attribute)
(matchzoo.DataPack attribute)
(matchzoo.data_pack.DataPack attribute)
Lemmatization (class in matchzoo.preprocessors.units)
(class in matchzoo.preprocessors.units.lemmatization)
list_available() (in module matchzoo.datasets)
(in module matchzoo.metrics)
(in module matchzoo.models)
(in module matchzoo.preprocessors)
(in module matchzoo.preprocessors.units)
list_available_losses() (matchzoo.engine.base_task.BaseTask class method)
(matchzoo.tasks.Classification class method)
(matchzoo.tasks.Ranking class method)
(matchzoo.tasks.classification.Classification class method)
(matchzoo.tasks.ranking.Ranking class method)
list_available_metrics() (matchzoo.engine.base_task.BaseTask class method)
(matchzoo.tasks.Classification class method)
(matchzoo.tasks.Ranking class method)
(matchzoo.tasks.classification.Classification class method)
(matchzoo.tasks.ranking.Ranking class method)
list_recursive_concrete_subclasses() (in module matchzoo.utils)
(in module matchzoo.utils.list_recursive_subclasses)
load_data() (in module matchzoo.datasets.quora_qp)
(in module matchzoo.datasets.quora_qp.load_data)
(in module matchzoo.datasets.snli)
(in module matchzoo.datasets.snli.load_data)
(in module matchzoo.datasets.toy)
(in module matchzoo.datasets.wiki_qa)
(in module matchzoo.datasets.wiki_qa.load_data)
load_data_pack() (in module matchzoo)
(in module matchzoo.data_pack)
(in module matchzoo.data_pack.data_pack)
load_embedding() (in module matchzoo.datasets.toy)
load_fasttext_embedding() (in module matchzoo.datasets.embeddings)
(in module matchzoo.datasets.embeddings.load_fasttext_embedding)
load_from_file() (in module matchzoo.embedding)
(in module matchzoo.embedding.embedding)
load_glove_embedding() (in module matchzoo.datasets.embeddings)
(in module matchzoo.datasets.embeddings.load_glove_embedding)
load_preprocessor() (in module matchzoo)
(in module matchzoo.engine.base_preprocessor)
load_state_dict() (matchzoo.utils.early_stopping.EarlyStopping method)
(matchzoo.utils.EarlyStopping method)
loss (in module matchzoo.utils.parse)
losses (matchzoo.engine.base_task.BaseTask attribute)
Lowercase (class in matchzoo.preprocessors.units)
(class in matchzoo.preprocessors.units.lowercase)
M
margin (matchzoo.losses.rank_hinge_loss.RankHingeLoss attribute)
(matchzoo.losses.RankHingeLoss attribute)
Matching (class in matchzoo.modules)
(class in matchzoo.modules.matching)
MatchingHistogram (class in matchzoo.preprocessors.units)
(class in matchzoo.preprocessors.units.matching_histogram)
MatchLSTM (class in matchzoo.models)
(class in matchzoo.models.matchlstm)
MatchModule (class in matchzoo.modules)
(class in matchzoo.modules.attention)
matchzoo (module)
matchzoo.auto (module)
matchzoo.auto.preparer (module)
matchzoo.auto.preparer.prepare (module)
matchzoo.auto.preparer.preparer (module)
matchzoo.auto.tuner (module)
matchzoo.auto.tuner.tune (module)
matchzoo.auto.tuner.tuner (module)
matchzoo.data_pack (module)
matchzoo.data_pack.data_pack (module)
matchzoo.data_pack.pack (module)
matchzoo.dataloader (module)
matchzoo.dataloader.callbacks (module)
matchzoo.dataloader.callbacks.dynamic_pooling (module)
matchzoo.dataloader.callbacks.histogram (module)
matchzoo.dataloader.callbacks.lambda_callback (module)
matchzoo.dataloader.callbacks.padding (module)
matchzoo.dataloader.dataloader (module)
matchzoo.dataloader.dataloader_builder (module)
matchzoo.dataloader.dataset (module)
matchzoo.dataloader.dataset_builder (module)
matchzoo.dataloader.sampler (module)
matchzoo.datasets (module)
matchzoo.datasets.embeddings (module)
matchzoo.datasets.embeddings.load_fasttext_embedding (module)
matchzoo.datasets.embeddings.load_glove_embedding (module)
matchzoo.datasets.quora_qp (module)
matchzoo.datasets.quora_qp.load_data (module)
matchzoo.datasets.snli (module)
matchzoo.datasets.snli.load_data (module)
matchzoo.datasets.toy (module)
matchzoo.datasets.wiki_qa (module)
matchzoo.datasets.wiki_qa.load_data (module)
matchzoo.embedding (module)
matchzoo.embedding.embedding (module)
matchzoo.engine (module)
matchzoo.engine.base_callback (module)
matchzoo.engine.base_metric (module)
matchzoo.engine.base_model (module)
matchzoo.engine.base_preprocessor (module)
matchzoo.engine.base_task (module)
matchzoo.engine.hyper_spaces (module)
matchzoo.engine.param (module)
matchzoo.engine.param_table (module)
matchzoo.losses (module)
matchzoo.losses.rank_cross_entropy_loss (module)
matchzoo.losses.rank_hinge_loss (module)
matchzoo.metrics (module)
matchzoo.metrics.accuracy (module)
matchzoo.metrics.average_precision (module)
matchzoo.metrics.cross_entropy (module)
matchzoo.metrics.discounted_cumulative_gain (module)
matchzoo.metrics.mean_average_precision (module)
matchzoo.metrics.mean_reciprocal_rank (module)
matchzoo.metrics.normalized_discounted_cumulative_gain (module)
matchzoo.metrics.precision (module)
matchzoo.models (module)
matchzoo.models.arci (module)
matchzoo.models.arcii (module)
matchzoo.models.bert (module)
matchzoo.models.bimpm (module)
matchzoo.models.cdssm (module)
matchzoo.models.conv_knrm (module)
matchzoo.models.dense_baseline (module)
matchzoo.models.drmm (module)
matchzoo.models.drmmtks (module)
matchzoo.models.dssm (module)
matchzoo.models.esim (module)
matchzoo.models.knrm (module)
matchzoo.models.matchlstm (module)
matchzoo.modules (module)
matchzoo.modules.attention (module)
matchzoo.modules.bert_module (module)
matchzoo.modules.dropout (module)
matchzoo.modules.gaussian_kernel (module)
matchzoo.modules.matching (module)
matchzoo.modules.stacked_brnn (module)
matchzoo.preprocessors (module)
matchzoo.preprocessors.basic_preprocessor (module)
matchzoo.preprocessors.bert_preprocessor (module)
matchzoo.preprocessors.build_unit_from_data_pack (module)
matchzoo.preprocessors.build_vocab_unit (module)
matchzoo.preprocessors.cdssm_preprocessor (module)
matchzoo.preprocessors.chain_transform (module)
matchzoo.preprocessors.diin_preprocessor (module)
matchzoo.preprocessors.dssm_preprocessor (module)
matchzoo.preprocessors.naive_preprocessor (module)
matchzoo.preprocessors.units (module)
matchzoo.preprocessors.units.character_index (module)
matchzoo.preprocessors.units.digit_removal (module)
matchzoo.preprocessors.units.frequency_filter (module)
matchzoo.preprocessors.units.lemmatization (module)
matchzoo.preprocessors.units.lowercase (module)
matchzoo.preprocessors.units.matching_histogram (module)
matchzoo.preprocessors.units.ngram_letter (module)
matchzoo.preprocessors.units.punc_removal (module)
matchzoo.preprocessors.units.stateful_unit (module)
matchzoo.preprocessors.units.stemming (module)
matchzoo.preprocessors.units.stop_removal (module)
matchzoo.preprocessors.units.tokenize (module)
matchzoo.preprocessors.units.truncated_length (module)
matchzoo.preprocessors.units.unit (module)
matchzoo.preprocessors.units.vocabulary (module)
matchzoo.preprocessors.units.word_exact_match (module)
matchzoo.preprocessors.units.word_hashing (module)
matchzoo.tasks (module)
matchzoo.tasks.classification (module)
matchzoo.tasks.ranking (module)
matchzoo.trainers (module)
matchzoo.trainers.trainer (module)
matchzoo.utils (module)
matchzoo.utils.average_meter (module)
matchzoo.utils.early_stopping (module)
matchzoo.utils.get_file (module)
matchzoo.utils.list_recursive_subclasses (module)
matchzoo.utils.one_hot (module)
matchzoo.utils.parse (module)
matchzoo.utils.tensor_type (module)
matchzoo.utils.timer (module)
matchzoo.version (module)
MeanAveragePrecision (class in matchzoo.metrics)
(class in matchzoo.metrics.mean_average_precision)
MeanReciprocalRank (class in matchzoo.metrics)
(class in matchzoo.metrics.mean_reciprocal_rank)
metric (matchzoo.auto.Tuner attribute)
(matchzoo.auto.tuner.Tuner attribute)
(matchzoo.auto.tuner.tuner.Tuner attribute)
metrics (matchzoo.engine.base_task.BaseTask attribute)
mode (matchzoo.auto.Tuner attribute)
(matchzoo.auto.tuner.Tuner attribute)
(matchzoo.auto.tuner.tuner.Tuner attribute)
(matchzoo.dataloader.Dataset attribute)
(matchzoo.dataloader.dataset.Dataset attribute)
mp_matching_func() (in module matchzoo.models.bimpm)
mp_matching_func_pairwise() (in module matchzoo.models.bimpm)
mz_collate() (in module matchzoo.dataloader.dataloader)
N
NaivePreprocessor (class in matchzoo.preprocessors)
(class in matchzoo.preprocessors.naive_preprocessor)
name (matchzoo.engine.param.Param attribute)
(matchzoo.Param attribute)
NgramLetter (class in matchzoo.preprocessors.units)
(class in matchzoo.preprocessors.units.ngram_letter)
NormalizedDiscountedCumulativeGain (class in matchzoo.metrics)
(class in matchzoo.metrics.normalized_discounted_cumulative_gain)
num_classes (matchzoo.tasks.Classification attribute)
(matchzoo.tasks.classification.Classification attribute)
num_dup (matchzoo.dataloader.Dataset attribute)
(matchzoo.dataloader.dataset.Dataset attribute)
num_neg (matchzoo.dataloader.Dataset attribute)
(matchzoo.dataloader.dataset.Dataset attribute)
(matchzoo.losses.RankCrossEntropyLoss attribute)
(matchzoo.losses.RankHingeLoss attribute)
(matchzoo.losses.rank_cross_entropy_loss.RankCrossEntropyLoss attribute)
(matchzoo.losses.rank_hinge_loss.RankHingeLoss attribute)
num_runs (matchzoo.auto.Tuner attribute)
(matchzoo.auto.tuner.Tuner attribute)
(matchzoo.auto.tuner.tuner.Tuner attribute)
O
on_batch_data_pack() (matchzoo.dataloader.callbacks.lambda_callback.LambdaCallback method)
(matchzoo.dataloader.callbacks.LambdaCallback method)
(matchzoo.engine.base_callback.BaseCallback method)
on_batch_unpacked() (matchzoo.dataloader.callbacks.BasicPadding method)
(matchzoo.dataloader.callbacks.BertPadding method)
(matchzoo.dataloader.callbacks.CDSSMPadding method)
(matchzoo.dataloader.callbacks.DIINPadding method)
(matchzoo.dataloader.callbacks.DRMMPadding method)
(matchzoo.dataloader.callbacks.DynamicPooling method)
(matchzoo.dataloader.callbacks.Histogram method)
(matchzoo.dataloader.callbacks.LambdaCallback method)
(matchzoo.dataloader.callbacks.dynamic_pooling.DynamicPooling method)
(matchzoo.dataloader.callbacks.histogram.Histogram method)
(matchzoo.dataloader.callbacks.lambda_callback.LambdaCallback method)
(matchzoo.dataloader.callbacks.padding.BasicPadding method)
(matchzoo.dataloader.callbacks.padding.BertPadding method)
(matchzoo.dataloader.callbacks.padding.CDSSMPadding method)
(matchzoo.dataloader.callbacks.padding.DIINPadding method)
(matchzoo.dataloader.callbacks.padding.DRMMPadding method)
(matchzoo.engine.base_callback.BaseCallback method)
one_hot() (in module matchzoo.utils)
(in module matchzoo.utils.one_hot)
optimizer (in module matchzoo.utils.parse)
output_dtype (matchzoo.engine.base_task.BaseTask attribute)
(matchzoo.tasks.Classification attribute)
(matchzoo.tasks.Ranking attribute)
(matchzoo.tasks.classification.Classification attribute)
(matchzoo.tasks.ranking.Ranking attribute)
output_shape (matchzoo.engine.base_task.BaseTask attribute)
(matchzoo.tasks.Classification attribute)
(matchzoo.tasks.Ranking attribute)
(matchzoo.tasks.classification.Classification attribute)
(matchzoo.tasks.ranking.Ranking attribute)
P
pack() (in module matchzoo.data_pack)
(in module matchzoo.data_pack.pack)
Param (class in matchzoo)
(class in matchzoo.engine.param)
params (matchzoo.auto.Tuner attribute)
(matchzoo.auto.tuner.Tuner attribute)
(matchzoo.auto.tuner.tuner.Tuner attribute)
(matchzoo.engine.base_model.BaseModel attribute)
ParamTable (class in matchzoo)
(class in matchzoo.engine.param_table)
parse_activation() (in module matchzoo.utils)
(in module matchzoo.utils.parse)
parse_loss() (in module matchzoo.utils)
(in module matchzoo.utils.parse)
parse_metric() (in module matchzoo.utils)
(in module matchzoo.utils.parse)
parse_optimizer() (in module matchzoo.utils)
(in module matchzoo.utils.parse)
Precision (class in matchzoo.metrics)
(class in matchzoo.metrics.precision)
predict() (matchzoo.trainers.Trainer method)
(matchzoo.trainers.trainer.Trainer method)
prepare() (in module matchzoo.auto.preparer)
(in module matchzoo.auto.preparer.prepare)
(matchzoo.auto.Preparer method)
(matchzoo.auto.preparer.Preparer method)
(matchzoo.auto.preparer.preparer.Preparer method)
Preparer (class in matchzoo.auto)
(class in matchzoo.auto.preparer)
(class in matchzoo.auto.preparer.preparer)
Progbar (class in matchzoo.utils.get_file)
PuncRemoval (class in matchzoo.preprocessors.units)
(class in matchzoo.preprocessors.units.punc_removal)
Q
quniform (class in matchzoo.engine.hyper_spaces)
R
RandomSampler (class in matchzoo.dataloader.sampler)
RankCrossEntropyLoss (class in matchzoo.losses)
(class in matchzoo.losses.rank_cross_entropy_loss)
RankHingeLoss (class in matchzoo.losses)
(class in matchzoo.losses.rank_hinge_loss)
Ranking (class in matchzoo.tasks)
(class in matchzoo.tasks.ranking)
RankingMetric (class in matchzoo.engine.base_metric)
relation (matchzoo.data_pack.data_pack.DataPack attribute)
(matchzoo.DataPack attribute)
(matchzoo.data_pack.DataPack attribute)
reset() (matchzoo.engine.param.Param method)
(matchzoo.Param method)
(matchzoo.utils.AverageMeter method)
(matchzoo.utils.Timer method)
(matchzoo.utils.average_meter.AverageMeter method)
(matchzoo.utils.timer.Timer method)
reset_parameters() (matchzoo.models.BiMPM method)
(matchzoo.models.bimpm.BiMPM method)
restore() (matchzoo.trainers.Trainer method)
(matchzoo.trainers.trainer.Trainer method)
restore_model() (matchzoo.trainers.Trainer method)
(matchzoo.trainers.trainer.Trainer method)
resume() (matchzoo.utils.Timer method)
(matchzoo.utils.timer.Timer method)
right (matchzoo.data_pack.data_pack.DataPack attribute)
(matchzoo.DataPack attribute)
(matchzoo.data_pack.DataPack attribute)
RNNDropout (class in matchzoo.modules)
(class in matchzoo.modules.dropout)
run() (matchzoo.trainers.Trainer method)
(matchzoo.trainers.trainer.Trainer method)
S
sample() (in module matchzoo.engine.hyper_spaces)
(matchzoo.dataloader.Dataset method)
(matchzoo.dataloader.dataset.Dataset method)
save() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.DataPack method)
(matchzoo.data_pack.DataPack method)
(matchzoo.engine.base_preprocessor.BasePreprocessor method)
(matchzoo.trainers.Trainer method)
(matchzoo.trainers.trainer.Trainer method)
save_model() (matchzoo.trainers.Trainer method)
(matchzoo.trainers.trainer.Trainer method)
SequentialSampler (class in matchzoo.dataloader.sampler)
set() (matchzoo.engine.param_table.ParamTable method)
(matchzoo.ParamTable method)
set_default() (matchzoo.engine.param.Param method)
(matchzoo.Param method)
should_stop_early (matchzoo.utils.early_stopping.EarlyStopping attribute)
(matchzoo.utils.EarlyStopping attribute)
shuffle() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.DataPack method)
(matchzoo.data_pack.DataPack method)
(matchzoo.dataloader.Dataset method)
(matchzoo.dataloader.dataset.Dataset method)
sort() (matchzoo.dataloader.Dataset method)
(matchzoo.dataloader.dataset.Dataset method)
sort_and_couple() (in module matchzoo.engine.base_metric)
SortedSampler (class in matchzoo.dataloader.sampler)
SpaceType (in module matchzoo.engine.param)
Squeeze (class in matchzoo.models.cdssm)
StackedBRNN (class in matchzoo.modules)
(class in matchzoo.modules.stacked_brnn)
state (matchzoo.preprocessors.units.stateful_unit.StatefulUnit attribute)
(matchzoo.preprocessors.units.StatefulUnit attribute)
state_dict() (matchzoo.utils.early_stopping.EarlyStopping method)
(matchzoo.utils.EarlyStopping method)
StatefulUnit (class in matchzoo.preprocessors.units)
(class in matchzoo.preprocessors.units.stateful_unit)
Stemming (class in matchzoo.preprocessors.units)
(class in matchzoo.preprocessors.units.stemming)
stop() (matchzoo.utils.Timer method)
(matchzoo.utils.timer.Timer method)
StopRemoval (class in matchzoo.preprocessors.units)
(class in matchzoo.preprocessors.units.stop_removal)
stopwords (matchzoo.preprocessors.units.stop_removal.StopRemoval attribute)
(matchzoo.preprocessors.units.StopRemoval attribute)
T
TensorType (in module matchzoo.utils)
(in module matchzoo.utils.tensor_type)
time (matchzoo.utils.Timer attribute)
(matchzoo.utils.timer.Timer attribute)
Timer (class in matchzoo.utils)
(class in matchzoo.utils.timer)
to_frame() (matchzoo.engine.param_table.ParamTable method)
(matchzoo.ParamTable method)
Tokenize (class in matchzoo.preprocessors.units)
(class in matchzoo.preprocessors.units.tokenize)
Trainer (class in matchzoo.trainers)
(class in matchzoo.trainers.trainer)
trainloader (matchzoo.auto.Tuner attribute)
(matchzoo.auto.tuner.Tuner attribute)
(matchzoo.auto.tuner.tuner.Tuner attribute)
transform() (matchzoo.engine.base_preprocessor.BasePreprocessor method)
(matchzoo.preprocessors.BasicPreprocessor method)
(matchzoo.preprocessors.BertPreprocessor method)
(matchzoo.preprocessors.CDSSMPreprocessor method)
(matchzoo.preprocessors.DIINPreprocessor method)
(matchzoo.preprocessors.DSSMPreprocessor method)
(matchzoo.preprocessors.NaivePreprocessor method)
(matchzoo.preprocessors.basic_preprocessor.BasicPreprocessor method)
(matchzoo.preprocessors.bert_preprocessor.BertPreprocessor method)
(matchzoo.preprocessors.cdssm_preprocessor.CDSSMPreprocessor method)
(matchzoo.preprocessors.diin_preprocessor.DIINPreprocessor method)
(matchzoo.preprocessors.dssm_preprocessor.DSSMPreprocessor method)
(matchzoo.preprocessors.naive_preprocessor.NaivePreprocessor method)
(matchzoo.preprocessors.units.CharacterIndex method)
(matchzoo.preprocessors.units.DigitRemoval method)
(matchzoo.preprocessors.units.FrequencyFilter method)
(matchzoo.preprocessors.units.Lemmatization method)
(matchzoo.preprocessors.units.Lowercase method)
(matchzoo.preprocessors.units.MatchingHistogram method)
(matchzoo.preprocessors.units.NgramLetter method)
(matchzoo.preprocessors.units.PuncRemoval method)
(matchzoo.preprocessors.units.Stemming method)
(matchzoo.preprocessors.units.StopRemoval method)
(matchzoo.preprocessors.units.Tokenize method)
(matchzoo.preprocessors.units.TruncatedLength method)
(matchzoo.preprocessors.units.Unit method)
(matchzoo.preprocessors.units.Vocabulary method)
(matchzoo.preprocessors.units.WordExactMatch method)
(matchzoo.preprocessors.units.WordHashing method)
(matchzoo.preprocessors.units.character_index.CharacterIndex method)
(matchzoo.preprocessors.units.digit_removal.DigitRemoval method)
(matchzoo.preprocessors.units.frequency_filter.FrequencyFilter method)
(matchzoo.preprocessors.units.lemmatization.Lemmatization method)
(matchzoo.preprocessors.units.lowercase.Lowercase method)
(matchzoo.preprocessors.units.matching_histogram.MatchingHistogram method)
(matchzoo.preprocessors.units.ngram_letter.NgramLetter method)
(matchzoo.preprocessors.units.punc_removal.PuncRemoval method)
(matchzoo.preprocessors.units.stemming.Stemming method)
(matchzoo.preprocessors.units.stop_removal.StopRemoval method)
(matchzoo.preprocessors.units.tokenize.Tokenize method)
(matchzoo.preprocessors.units.truncated_length.TruncatedLength method)
(matchzoo.preprocessors.units.unit.Unit method)
(matchzoo.preprocessors.units.vocabulary.Vocabulary method)
(matchzoo.preprocessors.units.word_exact_match.WordExactMatch method)
(matchzoo.preprocessors.units.word_hashing.WordHashing method)
TruncatedLength (class in matchzoo.preprocessors.units)
(class in matchzoo.preprocessors.units.truncated_length)
tune() (in module matchzoo.auto.tuner)
(in module matchzoo.auto.tuner.tune)
(matchzoo.auto.Tuner method)
(matchzoo.auto.tuner.Tuner method)
(matchzoo.auto.tuner.tuner.Tuner method)
Tuner (class in matchzoo.auto)
(class in matchzoo.auto.tuner)
(class in matchzoo.auto.tuner.tuner)
TYPE (matchzoo.engine.base_task.BaseTask attribute)
(matchzoo.tasks.Classification attribute)
(matchzoo.tasks.Ranking attribute)
(matchzoo.tasks.classification.Classification attribute)
(matchzoo.tasks.ranking.Ranking attribute)
U
uniform (class in matchzoo.engine.hyper_spaces)
Unit (class in matchzoo.preprocessors.units)
(class in matchzoo.preprocessors.units.unit)
unpack() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.DataPack method)
(matchzoo.data_pack.DataPack method)
update() (matchzoo.engine.param_table.ParamTable method)
(matchzoo.ParamTable method)
(matchzoo.utils.AverageMeter method)
(matchzoo.utils.EarlyStopping method)
(matchzoo.utils.average_meter.AverageMeter method)
(matchzoo.utils.early_stopping.EarlyStopping method)
(matchzoo.utils.get_file.Progbar method)
USER_DATA_DIR (in module matchzoo)
USER_DIR (in module matchzoo)
USER_TUNED_MODELS_DIR (in module matchzoo)
V
validate_context() (in module matchzoo.engine.base_preprocessor)
validate_file() (in module matchzoo.utils.get_file)
validator (matchzoo.engine.param.Param attribute)
(matchzoo.Param attribute)
validloader (matchzoo.auto.Tuner attribute)
(matchzoo.auto.tuner.Tuner attribute)
(matchzoo.auto.tuner.tuner.Tuner attribute)
value (matchzoo.engine.param.Param attribute)
(matchzoo.Param attribute)
verbose (matchzoo.auto.Tuner attribute)
(matchzoo.auto.tuner.Tuner attribute)
(matchzoo.auto.tuner.tuner.Tuner attribute)
Vocabulary (class in matchzoo.preprocessors.units)
(class in matchzoo.preprocessors.units.vocabulary)
Vocabulary.TermIndex (class in matchzoo.preprocessors.units)
(class in matchzoo.preprocessors.units.vocabulary)
W
with_word_hashing (matchzoo.preprocessors.cdssm_preprocessor.CDSSMPreprocessor attribute)
(matchzoo.preprocessors.CDSSMPreprocessor attribute)
(matchzoo.preprocessors.DSSMPreprocessor attribute)
(matchzoo.preprocessors.dssm_preprocessor.DSSMPreprocessor attribute)
WordExactMatch (class in matchzoo.preprocessors.units)
(class in matchzoo.preprocessors.units.word_exact_match)
WordHashing (class in matchzoo.preprocessors.units)
(class in matchzoo.preprocessors.units.word_hashing)
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