MatchZoo-py
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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.Dataset method)
(matchzoo.dataloader.dataloader.DataLoader method)
(matchzoo.dataloader.dataset.Dataset 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)
__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.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.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_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.ArcII class method)
(matchzoo.models.MatchPyramid class method)
(matchzoo.models.arci.ArcI class method)
(matchzoo.models.arcii.ArcII class method)
(matchzoo.models.match_pyramid.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.DataPack method)
(matchzoo.data_pack.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.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)
aNMM (class in matchzoo.models)
(class in matchzoo.models.anmm)
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.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 attribute)
(matchzoo.dataloader.dataset.Dataset attribute)
batch_size (matchzoo.dataloader.Dataset attribute)
(matchzoo.dataloader.dataset.Dataset attribute)
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.DIIN method)
(matchzoo.models.DRMM method)
(matchzoo.models.DRMMTKS method)
(matchzoo.models.DSSM method)
(matchzoo.models.DUET method)
(matchzoo.models.DenseBaseline method)
(matchzoo.models.ESIM method)
(matchzoo.models.HBMP method)
(matchzoo.models.KNRM method)
(matchzoo.models.MVLSTM method)
(matchzoo.models.MatchLSTM method)
(matchzoo.models.MatchPyramid method)
(matchzoo.models.MatchSRNN method)
(matchzoo.models.aNMM method)
(matchzoo.models.anmm.aNMM 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.diin.DIIN method)
(matchzoo.models.drmm.DRMM method)
(matchzoo.models.drmmtks.DRMMTKS method)
(matchzoo.models.dssm.DSSM method)
(matchzoo.models.duet.DUET method)
(matchzoo.models.esim.ESIM method)
(matchzoo.models.hbmp.HBMP method)
(matchzoo.models.knrm.KNRM method)
(matchzoo.models.match_pyramid.MatchPyramid method)
(matchzoo.models.match_srnn.MatchSRNN method)
(matchzoo.models.matchlstm.MatchLSTM 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 attribute)
(matchzoo.dataloader.dataset.Dataset attribute)
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 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_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 attribute)
(matchzoo.Param attribute)
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.DataPack method)
(matchzoo.data_pack.DataPack method)
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)
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.BasicPreprocessor method)
(matchzoo.preprocessors.BertPreprocessor method)
(matchzoo.preprocessors.NaivePreprocessor method)
(matchzoo.preprocessors.basic_preprocessor.BasicPreprocessor method)
(matchzoo.preprocessors.bert_preprocessor.BertPreprocessor 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.DIIN method)
(matchzoo.models.DRMM method)
(matchzoo.models.DRMMTKS method)
(matchzoo.models.DSSM method)
(matchzoo.models.DUET method)
(matchzoo.models.DenseBaseline method)
(matchzoo.models.ESIM method)
(matchzoo.models.HBMP method)
(matchzoo.models.KNRM method)
(matchzoo.models.MVLSTM method)
(matchzoo.models.MatchLSTM method)
(matchzoo.models.MatchPyramid method)
(matchzoo.models.MatchSRNN method)
(matchzoo.models.aNMM method)
(matchzoo.models.anmm.aNMM 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.diin.DIIN method)
(matchzoo.models.drmm.DRMM method)
(matchzoo.models.drmmtks.DRMMTKS method)
(matchzoo.models.dssm.DSSM method)
(matchzoo.models.duet.DUET method)
(matchzoo.models.esim.ESIM method)
(matchzoo.models.hbmp.HBMP method)
(matchzoo.models.knrm.KNRM method)
(matchzoo.models.match_pyramid.MatchPyramid method)
(matchzoo.models.match_srnn.MatchSRNN method)
(matchzoo.models.matchlstm.MatchLSTM method)
(matchzoo.models.mvlstm.MVLSTM method)
(matchzoo.modules.Attention method)
(matchzoo.modules.BertModule method)
(matchzoo.modules.BidirectionalAttention method)
(matchzoo.modules.CharacterEmbedding method)
(matchzoo.modules.DenseNet method)
(matchzoo.modules.GaussianKernel method)
(matchzoo.modules.MatchModule method)
(matchzoo.modules.Matching method)
(matchzoo.modules.MatchingTensor method)
(matchzoo.modules.RNNDropout method)
(matchzoo.modules.SemanticComposite method)
(matchzoo.modules.SpatialGRU 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.character_embedding.CharacterEmbedding method)
(matchzoo.modules.dense_net.DenseBlock method)
(matchzoo.modules.dense_net.DenseNet method)
(matchzoo.modules.dropout.RNNDropout method)
(matchzoo.modules.gaussian_kernel.GaussianKernel method)
(matchzoo.modules.matching.Matching method)
(matchzoo.modules.matching_tensor.MatchingTensor method)
(matchzoo.modules.semantic_composite.SemanticComposite method)
(matchzoo.modules.spatial_gru.SpatialGRU 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.Bert class method)
(matchzoo.models.CDSSM class method)
(matchzoo.models.DIIN class method)
(matchzoo.models.DRMM class method)
(matchzoo.models.DRMMTKS class method)
(matchzoo.models.DSSM class method)
(matchzoo.models.DUET class method)
(matchzoo.models.MVLSTM class method)
(matchzoo.models.arci.ArcI class method)
(matchzoo.models.arcii.ArcII class method)
(matchzoo.models.bert.Bert class method)
(matchzoo.models.cdssm.CDSSM class method)
(matchzoo.models.diin.DIIN class method)
(matchzoo.models.drmm.DRMM class method)
(matchzoo.models.drmmtks.DRMMTKS class method)
(matchzoo.models.dssm.DSSM class method)
(matchzoo.models.duet.DUET class method)
(matchzoo.models.mvlstm.MVLSTM 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.DIIN class method)
(matchzoo.models.DRMM class method)
(matchzoo.models.DRMMTKS class method)
(matchzoo.models.DSSM class method)
(matchzoo.models.DUET class method)
(matchzoo.models.DenseBaseline class method)
(matchzoo.models.ESIM class method)
(matchzoo.models.HBMP class method)
(matchzoo.models.KNRM class method)
(matchzoo.models.MVLSTM class method)
(matchzoo.models.MatchLSTM class method)
(matchzoo.models.MatchPyramid class method)
(matchzoo.models.MatchSRNN class method)
(matchzoo.models.aNMM class method)
(matchzoo.models.anmm.aNMM 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.diin.DIIN class method)
(matchzoo.models.drmm.DRMM class method)
(matchzoo.models.drmmtks.DRMMTKS class method)
(matchzoo.models.dssm.DSSM class method)
(matchzoo.models.duet.DUET class method)
(matchzoo.models.esim.ESIM class method)
(matchzoo.models.hbmp.HBMP 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.MatchLSTM 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.CDSSM class method)
(matchzoo.models.DIIN class method)
(matchzoo.models.DSSM class method)
(matchzoo.models.DUET class method)
(matchzoo.models.bert.Bert class method)
(matchzoo.models.cdssm.CDSSM class method)
(matchzoo.models.diin.DIIN class method)
(matchzoo.models.dssm.DSSM 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 attribute)
(matchzoo.DataPack attribute)
(matchzoo.data_pack.DataPack attribute)
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 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)
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.datasets.toy.BaseTask class method)
(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.datasets.toy.BaseTask class method)
(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.datasets.toy.BaseTask attribute)
(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)
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 attribute)
(matchzoo.auto.tuner.Tuner attribute)
(matchzoo.auto.tuner.tuner.Tuner attribute)
metrics (matchzoo.datasets.toy.BaseTask attribute)
(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)
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 attribute)
(matchzoo.Param attribute)
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 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.DRMMPadding method)
(matchzoo.dataloader.callbacks.Histogram method)
(matchzoo.dataloader.callbacks.LambdaCallback method)
(matchzoo.dataloader.callbacks.Ngram method)
(matchzoo.dataloader.callbacks.histogram.Histogram method)
(matchzoo.dataloader.callbacks.lambda_callback.LambdaCallback 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 attribute)
(matchzoo.modules.DenseNet attribute)
output_dtype (matchzoo.datasets.toy.BaseTask attribute)
(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.datasets.toy.BaseTask attribute)
(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
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)
resample (matchzoo.dataloader.Dataset attribute)
(matchzoo.dataloader.dataset.Dataset attribute)
resample_data() (matchzoo.dataloader.Dataset method)
(matchzoo.dataloader.dataset.Dataset method)
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_index() (matchzoo.dataloader.Dataset method)
(matchzoo.dataloader.dataset.Dataset method)
reset_parameters() (matchzoo.models.BiMPM method)
(matchzoo.models.bimpm.BiMPM method)
(matchzoo.modules.SpatialGRU method)
(matchzoo.modules.spatial_gru.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 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)
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)
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 attribute)
(matchzoo.utils.EarlyStopping attribute)
shuffle (matchzoo.dataloader.Dataset attribute)
(matchzoo.dataloader.dataset.Dataset attribute)
shuffle() (matchzoo.data_pack.data_pack.DataPack method)
(matchzoo.DataPack method)
(matchzoo.data_pack.DataPack method)
softmax_by_row() (matchzoo.modules.spatial_gru.SpatialGRU method)
(matchzoo.modules.SpatialGRU method)
sort (matchzoo.dataloader.Dataset attribute)
(matchzoo.dataloader.dataset.Dataset attribute)
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 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.NaivePreprocessor method)
(matchzoo.preprocessors.basic_preprocessor.BasicPreprocessor method)
(matchzoo.preprocessors.bert_preprocessor.BertPreprocessor 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.datasets.toy.BaseTask attribute)
(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
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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