MatchZoo-py
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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.data_pack.DataPack.FrameView method)
(matchzoo.DataPack.FrameView method)
(matchzoo.engine.base_metric.BaseMetric method)
(matchzoo.metrics.Accuracy method)
(matchzoo.metrics.accuracy.Accuracy method)
(matchzoo.metrics.average_precision.AveragePrecision method)
(matchzoo.metrics.cross_entropy.CrossEntropy method)
(matchzoo.metrics.CrossEntropy method)
(matchzoo.metrics.discounted_cumulative_gain.DiscountedCumulativeGain method)
(matchzoo.metrics.DiscountedCumulativeGain method)
(matchzoo.metrics.mean_average_precision.MeanAveragePrecision method)
(matchzoo.metrics.mean_reciprocal_rank.MeanReciprocalRank method)
(matchzoo.metrics.MeanAveragePrecision method)
(matchzoo.metrics.MeanReciprocalRank method)
(matchzoo.metrics.normalized_discounted_cumulative_gain.NormalizedDiscountedCumulativeGain method)
(matchzoo.metrics.NormalizedDiscountedCumulativeGain method)
(matchzoo.metrics.Precision method)
(matchzoo.metrics.precision.Precision method)
__constants__ (matchzoo.losses.rank_cross_entropy_loss.RankCrossEntropyLoss attribute)
(matchzoo.losses.rank_hinge_loss.RankHingeLoss attribute)
(matchzoo.losses.RankCrossEntropyLoss attribute)
(matchzoo.losses.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.data_pack.data_pack.DataPack.FrameView method)
(matchzoo.data_pack.DataPack method)
(matchzoo.data_pack.DataPack.FrameView method)
(matchzoo.dataloader.Dataset method)
(matchzoo.dataloader.dataset.Dataset method)
(matchzoo.DataPack method)
(matchzoo.DataPack.FrameView method)
(matchzoo.engine.param_table.ParamTable method)
(matchzoo.ParamTable method)
__hash__() (matchzoo.engine.base_metric.BaseMetric method)
__iter__() (matchzoo.dataloader.DataLoader method)
(matchzoo.dataloader.dataloader.DataLoader method)
(matchzoo.dataloader.Dataset method)
(matchzoo.dataloader.dataset.Dataset method)
(matchzoo.engine.param_table.ParamTable method)
(matchzoo.ParamTable method)
__len__() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.data_pack.DataPack method)
(matchzoo.dataloader.DataLoader method)
(matchzoo.dataloader.dataloader.DataLoader method)
(matchzoo.dataloader.Dataset method)
(matchzoo.dataloader.dataset.Dataset method)
(matchzoo.DataPack 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.accuracy.Accuracy method)
(matchzoo.metrics.average_precision.AveragePrecision method)
(matchzoo.metrics.cross_entropy.CrossEntropy method)
(matchzoo.metrics.CrossEntropy method)
(matchzoo.metrics.discounted_cumulative_gain.DiscountedCumulativeGain method)
(matchzoo.metrics.DiscountedCumulativeGain method)
(matchzoo.metrics.mean_average_precision.MeanAveragePrecision method)
(matchzoo.metrics.mean_reciprocal_rank.MeanReciprocalRank method)
(matchzoo.metrics.MeanAveragePrecision method)
(matchzoo.metrics.MeanReciprocalRank method)
(matchzoo.metrics.normalized_discounted_cumulative_gain.NormalizedDiscountedCumulativeGain method)
(matchzoo.metrics.NormalizedDiscountedCumulativeGain method)
(matchzoo.metrics.Precision 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.engine.hyper_spaces.quniform method)
(matchzoo.engine.hyper_spaces.uniform method)
(matchzoo.engine.param_table.ParamTable method)
(matchzoo.ParamTable method)
(matchzoo.tasks.Classification method)
(matchzoo.tasks.classification.Classification method)
(matchzoo.tasks.Ranking 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.data_pack.DataPack method)
(matchzoo.DataPack method)
_apply_on_text_left() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.data_pack.DataPack method)
(matchzoo.DataPack method)
_apply_on_text_right() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.data_pack.DataPack method)
(matchzoo.DataPack method)
_assure_losses() (matchzoo.datasets.toy.BaseTask method)
(matchzoo.engine.base_task.BaseTask method)
_assure_metrics() (matchzoo.datasets.toy.BaseTask method)
(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)
_build_word_ngram_map() (in module matchzoo.dataloader.callbacks.ngram)
_convert() (matchzoo.datasets.toy.BaseTask method)
(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)
_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)
_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)
_generate() (in module matchzoo.models.parameter_readme_generator)
_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.dataloader.DataLoader method)
(matchzoo.dataloader.Dataset 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_dtype() (in module matchzoo.dataloader.callbacks.padding)
_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_block() (matchzoo.modules.dense_net.DenseBlock class method)
_make_conv_pool_block() (matchzoo.models.ArcI class method)
(matchzoo.models.arci.ArcI class method)
(matchzoo.models.ArcII class method)
(matchzoo.models.arcii.ArcII class method)
(matchzoo.models.match_pyramid.MatchPyramid class method)
(matchzoo.models.MatchPyramid class method)
_make_default_embedding_layer() (matchzoo.engine.base_model.BaseModel method)
_make_doc_section_subsubtitle() (in module matchzoo.models.parameter_readme_generator)
_make_embedding_layer() (matchzoo.engine.base_model.BaseModel method)
_make_model_class_subtitle() (in module matchzoo.models.parameter_readme_generator)
_make_model_doc() (in module matchzoo.models.parameter_readme_generator)
_make_model_params_table() (in module matchzoo.models.parameter_readme_generator)
_make_multi_layer_perceptron_layer() (matchzoo.engine.base_model.BaseModel method)
_make_output_layer() (matchzoo.engine.base_model.BaseModel method)
_make_params_section_subsubtitle() (in module matchzoo.models.parameter_readme_generator)
_make_perceptron_layer() (matchzoo.engine.base_model.BaseModel method)
_make_title() (in module matchzoo.models.parameter_readme_generator)
_make_transition_block() (matchzoo.modules.dense_net.DenseNet class method)
(matchzoo.modules.DenseNet class 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.data_pack.DataPack method)
(matchzoo.DataPack method)
_padding_2D() (in module matchzoo.dataloader.callbacks.padding)
_padding_3D() (in module matchzoo.dataloader.callbacks.padding)
_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)
_write_to_files() (in module matchzoo.models.parameter_readme_generator)
_xor_match() (matchzoo.models.DUET class method)
(matchzoo.models.duet.DUET class method)
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.accuracy.Accuracy attribute)
(matchzoo.metrics.average_precision.AveragePrecision attribute)
(matchzoo.metrics.cross_entropy.CrossEntropy attribute)
(matchzoo.metrics.CrossEntropy attribute)
(matchzoo.metrics.discounted_cumulative_gain.DiscountedCumulativeGain attribute)
(matchzoo.metrics.DiscountedCumulativeGain attribute)
(matchzoo.metrics.mean_average_precision.MeanAveragePrecision attribute)
(matchzoo.metrics.mean_reciprocal_rank.MeanReciprocalRank attribute)
(matchzoo.metrics.MeanAveragePrecision attribute)
(matchzoo.metrics.MeanReciprocalRank attribute)
(matchzoo.metrics.normalized_discounted_cumulative_gain.NormalizedDiscountedCumulativeGain attribute)
(matchzoo.metrics.NormalizedDiscountedCumulativeGain attribute)
(matchzoo.metrics.Precision attribute)
(matchzoo.metrics.precision.Precision attribute)
aNMM (class in matchzoo.models)
(class in matchzoo.models.anmm)
append_text_length() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.data_pack.DataPack method)
(matchzoo.DataPack method)
apply_on_text() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.data_pack.DataPack method)
(matchzoo.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 property)
(matchzoo.utils.AverageMeter property)
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.datasets.toy)
(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)
batch_indices() (matchzoo.dataloader.Dataset property)
(matchzoo.dataloader.dataset.Dataset property)
batch_size() (matchzoo.dataloader.Dataset property)
(matchzoo.dataloader.dataset.Dataset property)
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 property)
(matchzoo.utils.EarlyStopping property)
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.dataset_builder.DatasetBuilder method)
(matchzoo.dataloader.DatasetBuilder method)
(matchzoo.engine.base_model.BaseModel method)
(matchzoo.models.aNMM method)
(matchzoo.models.anmm.aNMM method)
(matchzoo.models.ArcI method)
(matchzoo.models.arci.ArcI method)
(matchzoo.models.ArcII method)
(matchzoo.models.arcii.ArcII method)
(matchzoo.models.Bert method)
(matchzoo.models.bert.Bert method)
(matchzoo.models.BiMPM method)
(matchzoo.models.bimpm.BiMPM method)
(matchzoo.models.CDSSM method)
(matchzoo.models.cdssm.CDSSM method)
(matchzoo.models.conv_knrm.ConvKNRM method)
(matchzoo.models.ConvKNRM method)
(matchzoo.models.dense_baseline.DenseBaseline method)
(matchzoo.models.DenseBaseline method)
(matchzoo.models.DIIN method)
(matchzoo.models.diin.DIIN method)
(matchzoo.models.DRMM method)
(matchzoo.models.drmm.DRMM method)
(matchzoo.models.DRMMTKS method)
(matchzoo.models.drmmtks.DRMMTKS method)
(matchzoo.models.DSSM method)
(matchzoo.models.dssm.DSSM method)
(matchzoo.models.DUET method)
(matchzoo.models.duet.DUET method)
(matchzoo.models.ESIM method)
(matchzoo.models.esim.ESIM method)
(matchzoo.models.HBMP method)
(matchzoo.models.hbmp.HBMP method)
(matchzoo.models.KNRM method)
(matchzoo.models.knrm.KNRM method)
(matchzoo.models.match_pyramid.MatchPyramid method)
(matchzoo.models.match_srnn.MatchSRNN method)
(matchzoo.models.MatchLSTM method)
(matchzoo.models.matchlstm.MatchLSTM method)
(matchzoo.models.MatchPyramid method)
(matchzoo.models.MatchSRNN method)
(matchzoo.models.MVLSTM method)
(matchzoo.models.mvlstm.MVLSTM 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
calculate_recurrent_unit() (matchzoo.modules.spatial_gru.SpatialGRU method)
(matchzoo.modules.SpatialGRU method)
callbacks() (matchzoo.dataloader.Dataset property)
(matchzoo.dataloader.dataset.Dataset property)
CDSSM (class in matchzoo.models)
(class in matchzoo.models.cdssm)
chain_transform() (in module matchzoo)
(in module matchzoo.preprocessors.chain_transform)
CharacterEmbedding (class in matchzoo.modules)
(class in matchzoo.modules.character_embedding)
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 property)
(matchzoo.preprocessors.units.stateful_unit.StatefulUnit property)
(matchzoo.preprocessors.units.StatefulUnit property)
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.data_pack.DataPack method)
(matchzoo.DataPack method)
CrossEntropy (class in matchzoo.metrics)
(class in matchzoo.metrics.cross_entropy)
D
DATA_FILENAME (matchzoo.data_pack.data_pack.DataPack attribute)
(matchzoo.data_pack.DataPack attribute)
(matchzoo.DataPack attribute)
(matchzoo.engine.base_preprocessor.BasePreprocessor 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)
DenseBlock (class in matchzoo.modules.dense_net)
DenseNet (class in matchzoo.modules)
(class in matchzoo.modules.dense_net)
desc() (matchzoo.engine.param.Param property)
(matchzoo.Param property)
DigitRemoval (class in matchzoo.preprocessors.units)
(class in matchzoo.preprocessors.units.digit_removal)
DIIN (class in matchzoo.models)
(class in matchzoo.models.diin)
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_empty() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.data_pack.DataPack method)
(matchzoo.DataPack method)
drop_label() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.data_pack.DataPack method)
(matchzoo.DataPack method)
dropout() (matchzoo.models.BiMPM method)
(matchzoo.models.bimpm.BiMPM method)
DSSM (class in matchzoo.models)
(class in matchzoo.models.dssm)
DUET (class in matchzoo.models)
(class in matchzoo.models.duet)
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.basic_preprocessor.BasicPreprocessor method)
(matchzoo.preprocessors.BasicPreprocessor method)
(matchzoo.preprocessors.bert_preprocessor.BertPreprocessor method)
(matchzoo.preprocessors.BertPreprocessor method)
(matchzoo.preprocessors.naive_preprocessor.NaivePreprocessor method)
(matchzoo.preprocessors.NaivePreprocessor method)
(matchzoo.preprocessors.units.frequency_filter.FrequencyFilter method)
(matchzoo.preprocessors.units.FrequencyFilter method)
(matchzoo.preprocessors.units.stateful_unit.StatefulUnit method)
(matchzoo.preprocessors.units.StatefulUnit method)
(matchzoo.preprocessors.units.Vocabulary method)
(matchzoo.preprocessors.units.vocabulary.Vocabulary method)
fit_kwargs() (matchzoo.auto.Tuner property)
(matchzoo.auto.tuner.Tuner property)
(matchzoo.auto.tuner.tuner.Tuner property)
fit_transform() (matchzoo.engine.base_preprocessor.BasePreprocessor method)
forward() (matchzoo.engine.base_model.BaseModel method)
(matchzoo.losses.rank_cross_entropy_loss.RankCrossEntropyLoss method)
(matchzoo.losses.rank_hinge_loss.RankHingeLoss method)
(matchzoo.losses.RankCrossEntropyLoss method)
(matchzoo.losses.RankHingeLoss method)
(matchzoo.models.aNMM method)
(matchzoo.models.anmm.aNMM method)
(matchzoo.models.ArcI method)
(matchzoo.models.arci.ArcI method)
(matchzoo.models.ArcII method)
(matchzoo.models.arcii.ArcII method)
(matchzoo.models.Bert method)
(matchzoo.models.bert.Bert method)
(matchzoo.models.BiMPM method)
(matchzoo.models.bimpm.BiMPM method)
(matchzoo.models.CDSSM method)
(matchzoo.models.cdssm.CDSSM method)
(matchzoo.models.cdssm.Squeeze method)
(matchzoo.models.conv_knrm.ConvKNRM method)
(matchzoo.models.ConvKNRM method)
(matchzoo.models.dense_baseline.DenseBaseline method)
(matchzoo.models.DenseBaseline method)
(matchzoo.models.DIIN method)
(matchzoo.models.diin.DIIN method)
(matchzoo.models.DRMM method)
(matchzoo.models.drmm.DRMM method)
(matchzoo.models.DRMMTKS method)
(matchzoo.models.drmmtks.DRMMTKS method)
(matchzoo.models.DSSM method)
(matchzoo.models.dssm.DSSM method)
(matchzoo.models.DUET method)
(matchzoo.models.duet.DUET method)
(matchzoo.models.ESIM method)
(matchzoo.models.esim.ESIM method)
(matchzoo.models.HBMP method)
(matchzoo.models.hbmp.HBMP method)
(matchzoo.models.KNRM method)
(matchzoo.models.knrm.KNRM method)
(matchzoo.models.match_pyramid.MatchPyramid method)
(matchzoo.models.match_srnn.MatchSRNN method)
(matchzoo.models.MatchLSTM method)
(matchzoo.models.matchlstm.MatchLSTM method)
(matchzoo.models.MatchPyramid method)
(matchzoo.models.MatchSRNN method)
(matchzoo.models.MVLSTM method)
(matchzoo.models.mvlstm.MVLSTM method)
(matchzoo.modules.Attention method)
(matchzoo.modules.attention.Attention method)
(matchzoo.modules.attention.BidirectionalAttention method)
(matchzoo.modules.attention.MatchModule method)
(matchzoo.modules.bert_module.BertModule method)
(matchzoo.modules.BertModule method)
(matchzoo.modules.BidirectionalAttention method)
(matchzoo.modules.character_embedding.CharacterEmbedding method)
(matchzoo.modules.CharacterEmbedding method)
(matchzoo.modules.dense_net.DenseBlock method)
(matchzoo.modules.dense_net.DenseNet method)
(matchzoo.modules.DenseNet method)
(matchzoo.modules.dropout.RNNDropout method)
(matchzoo.modules.gaussian_kernel.GaussianKernel method)
(matchzoo.modules.GaussianKernel method)
(matchzoo.modules.Matching method)
(matchzoo.modules.matching.Matching method)
(matchzoo.modules.matching_tensor.MatchingTensor method)
(matchzoo.modules.MatchingTensor method)
(matchzoo.modules.MatchModule method)
(matchzoo.modules.RNNDropout method)
(matchzoo.modules.semantic_composite.SemanticComposite method)
(matchzoo.modules.SemanticComposite method)
(matchzoo.modules.spatial_gru.SpatialGRU method)
(matchzoo.modules.SpatialGRU method)
(matchzoo.modules.stacked_brnn.StackedBRNN method)
(matchzoo.modules.StackedBRNN method)
frame() (matchzoo.data_pack.data_pack.DataPack property)
(matchzoo.data_pack.DataPack property)
(matchzoo.DataPack property)
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.arci.ArcI class method)
(matchzoo.models.ArcII class method)
(matchzoo.models.arcii.ArcII class method)
(matchzoo.models.Bert class method)
(matchzoo.models.bert.Bert class method)
(matchzoo.models.CDSSM class method)
(matchzoo.models.cdssm.CDSSM class method)
(matchzoo.models.DIIN class method)
(matchzoo.models.diin.DIIN class method)
(matchzoo.models.DRMM class method)
(matchzoo.models.drmm.DRMM class method)
(matchzoo.models.DRMMTKS class method)
(matchzoo.models.drmmtks.DRMMTKS class method)
(matchzoo.models.DSSM class method)
(matchzoo.models.dssm.DSSM class method)
(matchzoo.models.DUET class method)
(matchzoo.models.duet.DUET class method)
(matchzoo.models.MVLSTM class method)
(matchzoo.models.mvlstm.MVLSTM class method)
get_default_params() (matchzoo.engine.base_model.BaseModel class method)
(matchzoo.models.aNMM class method)
(matchzoo.models.anmm.aNMM class method)
(matchzoo.models.ArcI class method)
(matchzoo.models.arci.ArcI class method)
(matchzoo.models.ArcII class method)
(matchzoo.models.arcii.ArcII class method)
(matchzoo.models.Bert class method)
(matchzoo.models.bert.Bert class method)
(matchzoo.models.BiMPM class method)
(matchzoo.models.bimpm.BiMPM class method)
(matchzoo.models.CDSSM class method)
(matchzoo.models.cdssm.CDSSM class method)
(matchzoo.models.conv_knrm.ConvKNRM class method)
(matchzoo.models.ConvKNRM class method)
(matchzoo.models.dense_baseline.DenseBaseline class method)
(matchzoo.models.DenseBaseline class method)
(matchzoo.models.DIIN class method)
(matchzoo.models.diin.DIIN class method)
(matchzoo.models.DRMM class method)
(matchzoo.models.drmm.DRMM class method)
(matchzoo.models.DRMMTKS class method)
(matchzoo.models.drmmtks.DRMMTKS class method)
(matchzoo.models.DSSM class method)
(matchzoo.models.dssm.DSSM class method)
(matchzoo.models.DUET class method)
(matchzoo.models.duet.DUET class method)
(matchzoo.models.ESIM class method)
(matchzoo.models.esim.ESIM class method)
(matchzoo.models.HBMP class method)
(matchzoo.models.hbmp.HBMP class method)
(matchzoo.models.KNRM class method)
(matchzoo.models.knrm.KNRM class method)
(matchzoo.models.match_pyramid.MatchPyramid class method)
(matchzoo.models.match_srnn.MatchSRNN class method)
(matchzoo.models.MatchLSTM class method)
(matchzoo.models.matchlstm.MatchLSTM class method)
(matchzoo.models.MatchPyramid class method)
(matchzoo.models.MatchSRNN class method)
(matchzoo.models.MVLSTM class method)
(matchzoo.models.mvlstm.MVLSTM class method)
get_default_preprocessor() (matchzoo.engine.base_model.BaseModel class method)
(matchzoo.models.Bert class method)
(matchzoo.models.bert.Bert class method)
(matchzoo.models.CDSSM class method)
(matchzoo.models.cdssm.CDSSM class method)
(matchzoo.models.DIIN class method)
(matchzoo.models.diin.DIIN class method)
(matchzoo.models.DSSM class method)
(matchzoo.models.dssm.DSSM class method)
(matchzoo.models.DUET class method)
(matchzoo.models.duet.DUET class method)
get_file() (in module matchzoo.utils)
(in module matchzoo.utils.get_file)
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 property)
(matchzoo.data_pack.DataPack property)
(matchzoo.DataPack property)
HBMP (class in matchzoo.models)
(class in matchzoo.models.hbmp)
Histogram (class in matchzoo.dataloader.callbacks)
(class in matchzoo.dataloader.callbacks.histogram)
hyper_space() (matchzoo.engine.param.Param property)
(matchzoo.engine.param_table.ParamTable property)
(matchzoo.Param property)
(matchzoo.ParamTable property)
HyperoptProxy (class in matchzoo.engine.hyper_spaces)
I
id_left() (matchzoo.dataloader.DataLoader property)
(matchzoo.dataloader.dataloader.DataLoader property)
is_best_so_far() (matchzoo.utils.early_stopping.EarlyStopping property)
(matchzoo.utils.EarlyStopping property)
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 property)
(matchzoo.dataloader.dataloader.DataLoader property)
LambdaCallback (class in matchzoo.dataloader.callbacks)
(class in matchzoo.dataloader.callbacks.lambda_callback)
left() (matchzoo.data_pack.data_pack.DataPack property)
(matchzoo.data_pack.DataPack property)
(matchzoo.DataPack property)
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.datasets.toy.BaseTask class method)
(matchzoo.engine.base_task.BaseTask class method)
(matchzoo.tasks.Classification class method)
(matchzoo.tasks.classification.Classification class method)
(matchzoo.tasks.Ranking class method)
(matchzoo.tasks.ranking.Ranking class method)
list_available_metrics() (matchzoo.datasets.toy.BaseTask class method)
(matchzoo.engine.base_task.BaseTask class method)
(matchzoo.tasks.Classification class method)
(matchzoo.tasks.classification.Classification class method)
(matchzoo.tasks.Ranking 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.datasets.toy.BaseTask property)
(matchzoo.engine.base_task.BaseTask property)
Lowercase (class in matchzoo.preprocessors.units)
(class in matchzoo.preprocessors.units.lowercase)
M
margin() (matchzoo.losses.rank_hinge_loss.RankHingeLoss property)
(matchzoo.losses.RankHingeLoss property)
Matching (class in matchzoo.modules)
(class in matchzoo.modules.matching)
MatchingHistogram (class in matchzoo.preprocessors.units)
(class in matchzoo.preprocessors.units.matching_histogram)
MatchingTensor (class in matchzoo.modules)
(class in matchzoo.modules.matching_tensor)
MatchLSTM (class in matchzoo.models)
(class in matchzoo.models.matchlstm)
MatchModule (class in matchzoo.modules)
(class in matchzoo.modules.attention)
MatchPyramid (class in matchzoo.models)
(class in matchzoo.models.match_pyramid)
MatchSRNN (class in matchzoo.models)
(class in matchzoo.models.match_srnn)
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.histogram
module
matchzoo.dataloader.callbacks.lambda_callback
module
matchzoo.dataloader.callbacks.ngram
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.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.anmm
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.diin
module
matchzoo.models.drmm
module
matchzoo.models.drmmtks
module
matchzoo.models.dssm
module
matchzoo.models.duet
module
matchzoo.models.esim
module
matchzoo.models.hbmp
module
matchzoo.models.knrm
module
matchzoo.models.match_pyramid
module
matchzoo.models.match_srnn
module
matchzoo.models.matchlstm
module
matchzoo.models.mvlstm
module
matchzoo.models.parameter_readme_generator
module
matchzoo.modules
module
matchzoo.modules.attention
module
matchzoo.modules.bert_module
module
matchzoo.modules.character_embedding
module
matchzoo.modules.dense_net
module
matchzoo.modules.dropout
module
matchzoo.modules.gaussian_kernel
module
matchzoo.modules.matching
module
matchzoo.modules.matching_tensor
module
matchzoo.modules.semantic_composite
module
matchzoo.modules.spatial_gru
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.chain_transform
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 property)
(matchzoo.auto.tuner.Tuner property)
(matchzoo.auto.tuner.tuner.Tuner property)
metrics() (matchzoo.datasets.toy.BaseTask property)
(matchzoo.engine.base_task.BaseTask property)
mode() (matchzoo.auto.Tuner property)
(matchzoo.auto.tuner.Tuner property)
(matchzoo.auto.tuner.tuner.Tuner property)
(matchzoo.dataloader.Dataset property)
(matchzoo.dataloader.dataset.Dataset property)
module
matchzoo
matchzoo.auto
matchzoo.auto.preparer
matchzoo.auto.preparer.prepare
matchzoo.auto.preparer.preparer
matchzoo.auto.tuner
matchzoo.auto.tuner.tune
matchzoo.auto.tuner.tuner
matchzoo.data_pack
matchzoo.data_pack.data_pack
matchzoo.data_pack.pack
matchzoo.dataloader
matchzoo.dataloader.callbacks
matchzoo.dataloader.callbacks.histogram
matchzoo.dataloader.callbacks.lambda_callback
matchzoo.dataloader.callbacks.ngram
matchzoo.dataloader.callbacks.padding
matchzoo.dataloader.dataloader
matchzoo.dataloader.dataloader_builder
matchzoo.dataloader.dataset
matchzoo.dataloader.dataset_builder
matchzoo.datasets
matchzoo.datasets.embeddings
matchzoo.datasets.embeddings.load_fasttext_embedding
matchzoo.datasets.embeddings.load_glove_embedding
matchzoo.datasets.quora_qp
matchzoo.datasets.quora_qp.load_data
matchzoo.datasets.snli
matchzoo.datasets.snli.load_data
matchzoo.datasets.toy
matchzoo.datasets.wiki_qa
matchzoo.datasets.wiki_qa.load_data
matchzoo.embedding
matchzoo.embedding.embedding
matchzoo.engine
matchzoo.engine.base_callback
matchzoo.engine.base_metric
matchzoo.engine.base_model
matchzoo.engine.base_preprocessor
matchzoo.engine.base_task
matchzoo.engine.hyper_spaces
matchzoo.engine.param
matchzoo.engine.param_table
matchzoo.losses
matchzoo.losses.rank_cross_entropy_loss
matchzoo.losses.rank_hinge_loss
matchzoo.metrics
matchzoo.metrics.accuracy
matchzoo.metrics.average_precision
matchzoo.metrics.cross_entropy
matchzoo.metrics.discounted_cumulative_gain
matchzoo.metrics.mean_average_precision
matchzoo.metrics.mean_reciprocal_rank
matchzoo.metrics.normalized_discounted_cumulative_gain
matchzoo.metrics.precision
matchzoo.models
matchzoo.models.anmm
matchzoo.models.arci
matchzoo.models.arcii
matchzoo.models.bert
matchzoo.models.bimpm
matchzoo.models.cdssm
matchzoo.models.conv_knrm
matchzoo.models.dense_baseline
matchzoo.models.diin
matchzoo.models.drmm
matchzoo.models.drmmtks
matchzoo.models.dssm
matchzoo.models.duet
matchzoo.models.esim
matchzoo.models.hbmp
matchzoo.models.knrm
matchzoo.models.match_pyramid
matchzoo.models.match_srnn
matchzoo.models.matchlstm
matchzoo.models.mvlstm
matchzoo.models.parameter_readme_generator
matchzoo.modules
matchzoo.modules.attention
matchzoo.modules.bert_module
matchzoo.modules.character_embedding
matchzoo.modules.dense_net
matchzoo.modules.dropout
matchzoo.modules.gaussian_kernel
matchzoo.modules.matching
matchzoo.modules.matching_tensor
matchzoo.modules.semantic_composite
matchzoo.modules.spatial_gru
matchzoo.modules.stacked_brnn
matchzoo.preprocessors
matchzoo.preprocessors.basic_preprocessor
matchzoo.preprocessors.bert_preprocessor
matchzoo.preprocessors.build_unit_from_data_pack
matchzoo.preprocessors.build_vocab_unit
matchzoo.preprocessors.chain_transform
matchzoo.preprocessors.naive_preprocessor
matchzoo.preprocessors.units
matchzoo.preprocessors.units.character_index
matchzoo.preprocessors.units.digit_removal
matchzoo.preprocessors.units.frequency_filter
matchzoo.preprocessors.units.lemmatization
matchzoo.preprocessors.units.lowercase
matchzoo.preprocessors.units.matching_histogram
matchzoo.preprocessors.units.ngram_letter
matchzoo.preprocessors.units.punc_removal
matchzoo.preprocessors.units.stateful_unit
matchzoo.preprocessors.units.stemming
matchzoo.preprocessors.units.stop_removal
matchzoo.preprocessors.units.tokenize
matchzoo.preprocessors.units.truncated_length
matchzoo.preprocessors.units.unit
matchzoo.preprocessors.units.vocabulary
matchzoo.preprocessors.units.word_exact_match
matchzoo.preprocessors.units.word_hashing
matchzoo.tasks
matchzoo.tasks.classification
matchzoo.tasks.ranking
matchzoo.trainers
matchzoo.trainers.trainer
matchzoo.utils
matchzoo.utils.average_meter
matchzoo.utils.early_stopping
matchzoo.utils.get_file
matchzoo.utils.list_recursive_subclasses
matchzoo.utils.one_hot
matchzoo.utils.parse
matchzoo.utils.tensor_type
matchzoo.utils.timer
matchzoo.version
mp_matching_func() (in module matchzoo.models.bimpm)
mp_matching_func_pairwise() (in module matchzoo.models.bimpm)
MVLSTM (class in matchzoo.models)
(class in matchzoo.models.mvlstm)
N
NaivePreprocessor (class in matchzoo.preprocessors)
(class in matchzoo.preprocessors.naive_preprocessor)
name() (matchzoo.engine.param.Param property)
(matchzoo.Param property)
Ngram (class in matchzoo.dataloader.callbacks)
(class in matchzoo.dataloader.callbacks.ngram)
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 property)
(matchzoo.tasks.classification.Classification property)
num_dup() (matchzoo.dataloader.Dataset property)
(matchzoo.dataloader.dataset.Dataset property)
num_neg() (matchzoo.dataloader.Dataset property)
(matchzoo.dataloader.dataset.Dataset property)
(matchzoo.losses.rank_cross_entropy_loss.RankCrossEntropyLoss property)
(matchzoo.losses.rank_hinge_loss.RankHingeLoss property)
(matchzoo.losses.RankCrossEntropyLoss property)
(matchzoo.losses.RankHingeLoss property)
num_runs() (matchzoo.auto.Tuner property)
(matchzoo.auto.tuner.Tuner property)
(matchzoo.auto.tuner.tuner.Tuner property)
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.DRMMPadding method)
(matchzoo.dataloader.callbacks.Histogram method)
(matchzoo.dataloader.callbacks.histogram.Histogram method)
(matchzoo.dataloader.callbacks.lambda_callback.LambdaCallback method)
(matchzoo.dataloader.callbacks.LambdaCallback method)
(matchzoo.dataloader.callbacks.Ngram method)
(matchzoo.dataloader.callbacks.ngram.Ngram method)
(matchzoo.dataloader.callbacks.padding.BasicPadding method)
(matchzoo.dataloader.callbacks.padding.BertPadding method)
(matchzoo.dataloader.callbacks.padding.DRMMPadding method)
(matchzoo.engine.base_callback.BaseCallback method)
on_epoch_end() (matchzoo.dataloader.Dataset method)
(matchzoo.dataloader.dataset.Dataset method)
one_hot() (in module matchzoo.utils)
(in module matchzoo.utils.one_hot)
optimizer (in module matchzoo.utils.parse)
out_channels() (matchzoo.modules.dense_net.DenseNet property)
(matchzoo.modules.DenseNet property)
output_dtype() (matchzoo.datasets.toy.BaseTask property)
(matchzoo.engine.base_task.BaseTask property)
(matchzoo.tasks.Classification property)
(matchzoo.tasks.classification.Classification property)
(matchzoo.tasks.Ranking property)
(matchzoo.tasks.ranking.Ranking property)
output_shape() (matchzoo.datasets.toy.BaseTask property)
(matchzoo.engine.base_task.BaseTask property)
(matchzoo.tasks.Classification property)
(matchzoo.tasks.classification.Classification property)
(matchzoo.tasks.Ranking property)
(matchzoo.tasks.ranking.Ranking property)
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 property)
(matchzoo.auto.tuner.Tuner property)
(matchzoo.auto.tuner.tuner.Tuner property)
(matchzoo.engine.base_model.BaseModel property)
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
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 property)
(matchzoo.data_pack.DataPack property)
(matchzoo.DataPack property)
resample() (matchzoo.dataloader.Dataset property)
(matchzoo.dataloader.dataset.Dataset property)
resample_data() (matchzoo.dataloader.Dataset method)
(matchzoo.dataloader.dataset.Dataset method)
reset() (matchzoo.engine.param.Param method)
(matchzoo.Param method)
(matchzoo.utils.average_meter.AverageMeter method)
(matchzoo.utils.AverageMeter method)
(matchzoo.utils.Timer method)
(matchzoo.utils.timer.Timer method)
reset_index() (matchzoo.dataloader.Dataset method)
(matchzoo.dataloader.dataset.Dataset method)
reset_parameters() (matchzoo.models.BiMPM method)
(matchzoo.models.bimpm.BiMPM method)
(matchzoo.modules.spatial_gru.SpatialGRU method)
(matchzoo.modules.SpatialGRU 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 property)
(matchzoo.data_pack.DataPack property)
(matchzoo.DataPack property)
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)
save() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.data_pack.DataPack method)
(matchzoo.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)
SemanticComposite (class in matchzoo.modules)
(class in matchzoo.modules.semantic_composite)
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 property)
(matchzoo.utils.EarlyStopping property)
shuffle() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.data_pack.DataPack method)
(matchzoo.dataloader.Dataset property)
(matchzoo.dataloader.dataset.Dataset property)
(matchzoo.DataPack method)
softmax_by_row() (matchzoo.modules.spatial_gru.SpatialGRU method)
(matchzoo.modules.SpatialGRU method)
sort() (matchzoo.dataloader.Dataset property)
(matchzoo.dataloader.dataset.Dataset property)
sort_and_couple() (in module matchzoo.engine.base_metric)
SpaceType (in module matchzoo.engine.param)
SpatialGRU (class in matchzoo.modules)
(class in matchzoo.modules.spatial_gru)
Squeeze (class in matchzoo.models.cdssm)
StackedBRNN (class in matchzoo.modules)
(class in matchzoo.modules.stacked_brnn)
state() (matchzoo.preprocessors.units.stateful_unit.StatefulUnit property)
(matchzoo.preprocessors.units.StatefulUnit property)
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 property)
(matchzoo.preprocessors.units.StopRemoval property)
T
TensorType (in module matchzoo.utils)
(in module matchzoo.utils.tensor_type)
time() (matchzoo.utils.Timer property)
(matchzoo.utils.timer.Timer property)
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 property)
(matchzoo.auto.tuner.Tuner property)
(matchzoo.auto.tuner.tuner.Tuner property)
transform() (matchzoo.engine.base_preprocessor.BasePreprocessor method)
(matchzoo.preprocessors.basic_preprocessor.BasicPreprocessor method)
(matchzoo.preprocessors.BasicPreprocessor method)
(matchzoo.preprocessors.bert_preprocessor.BertPreprocessor method)
(matchzoo.preprocessors.BertPreprocessor method)
(matchzoo.preprocessors.naive_preprocessor.NaivePreprocessor method)
(matchzoo.preprocessors.NaivePreprocessor method)
(matchzoo.preprocessors.units.character_index.CharacterIndex method)
(matchzoo.preprocessors.units.CharacterIndex method)
(matchzoo.preprocessors.units.digit_removal.DigitRemoval method)
(matchzoo.preprocessors.units.DigitRemoval method)
(matchzoo.preprocessors.units.frequency_filter.FrequencyFilter method)
(matchzoo.preprocessors.units.FrequencyFilter method)
(matchzoo.preprocessors.units.Lemmatization method)
(matchzoo.preprocessors.units.lemmatization.Lemmatization method)
(matchzoo.preprocessors.units.Lowercase method)
(matchzoo.preprocessors.units.lowercase.Lowercase method)
(matchzoo.preprocessors.units.matching_histogram.MatchingHistogram method)
(matchzoo.preprocessors.units.MatchingHistogram method)
(matchzoo.preprocessors.units.ngram_letter.NgramLetter method)
(matchzoo.preprocessors.units.NgramLetter method)
(matchzoo.preprocessors.units.punc_removal.PuncRemoval method)
(matchzoo.preprocessors.units.PuncRemoval method)
(matchzoo.preprocessors.units.Stemming method)
(matchzoo.preprocessors.units.stemming.Stemming method)
(matchzoo.preprocessors.units.stop_removal.StopRemoval method)
(matchzoo.preprocessors.units.StopRemoval method)
(matchzoo.preprocessors.units.Tokenize method)
(matchzoo.preprocessors.units.tokenize.Tokenize method)
(matchzoo.preprocessors.units.truncated_length.TruncatedLength method)
(matchzoo.preprocessors.units.TruncatedLength method)
(matchzoo.preprocessors.units.Unit method)
(matchzoo.preprocessors.units.unit.Unit method)
(matchzoo.preprocessors.units.Vocabulary method)
(matchzoo.preprocessors.units.vocabulary.Vocabulary method)
(matchzoo.preprocessors.units.word_exact_match.WordExactMatch method)
(matchzoo.preprocessors.units.word_hashing.WordHashing method)
(matchzoo.preprocessors.units.WordExactMatch method)
(matchzoo.preprocessors.units.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.datasets.toy.BaseTask attribute)
(matchzoo.engine.base_task.BaseTask attribute)
(matchzoo.tasks.Classification attribute)
(matchzoo.tasks.classification.Classification attribute)
(matchzoo.tasks.Ranking 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.data_pack.DataPack method)
(matchzoo.DataPack method)
update() (matchzoo.engine.param_table.ParamTable method)
(matchzoo.ParamTable method)
(matchzoo.utils.average_meter.AverageMeter method)
(matchzoo.utils.AverageMeter method)
(matchzoo.utils.early_stopping.EarlyStopping method)
(matchzoo.utils.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 property)
(matchzoo.Param property)
validloader() (matchzoo.auto.Tuner property)
(matchzoo.auto.tuner.Tuner property)
(matchzoo.auto.tuner.tuner.Tuner property)
value() (matchzoo.engine.param.Param property)
(matchzoo.Param property)
verbose() (matchzoo.auto.Tuner property)
(matchzoo.auto.tuner.Tuner property)
(matchzoo.auto.tuner.tuner.Tuner property)
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
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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