MatchZoo
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matchzoo package
MatchZoo Model Reference
MatchZoo
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A
add() (matchzoo.engine.param_table.ParamTable 方法)
ALIAS (matchzoo.engine.base_metric.BaseMetric 属性)
(matchzoo.metrics.average_precision.AveragePrecision 属性)
(matchzoo.metrics.discounted_cumulative_gain.DiscountedCumulativeGain 属性)
(matchzoo.metrics.mean_average_precision.MeanAveragePrecision 属性)
(matchzoo.metrics.mean_reciprocal_rank.MeanReciprocalRank 属性)
(matchzoo.metrics.normalized_discounted_cumulative_gain.NormalizedDiscountedCumulativeGain 属性)
(matchzoo.metrics.precision.Precision 属性)
ANMM (matchzoo.models.anmm 中的类)
append_text_length() (matchzoo.data_pack.data_pack.DataPack 方法)
apply_on_text() (matchzoo.data_pack.data_pack.DataPack 方法)
ArcI (matchzoo.models.arci 中的类)
ArcII (matchzoo.models.arcii 中的类)
attention_layer() (matchzoo.models.drmm.DRMM 类方法)
(matchzoo.models.drmmtks.DRMMTKS 类方法)
AveragePrecision (matchzoo.metrics.average_precision 中的类)
B
backend (matchzoo.engine.base_model.BaseModel 属性)
BACKEND_WEIGHTS_FILENAME (matchzoo.engine.base_model.BaseModel 属性)
BaseMetric (matchzoo.engine.base_metric 中的类)
BaseModel (matchzoo.engine.base_model 中的类)
BasePreprocessor (matchzoo.engine.base_preprocessor 中的类)
BaseTask (matchzoo.engine.base_task 中的类)
BasicPreprocessor (matchzoo.preprocessors.basic_preprocessor 中的类)
build() (matchzoo.contrib.models.match_lstm.MatchLSTM 方法)
(matchzoo.engine.base_model.BaseModel 方法)
(matchzoo.layers.dynamic_pooling_layer.DynamicPoolingLayer 方法)
(matchzoo.layers.matching_layer.MatchingLayer 方法)
(matchzoo.models.anmm.ANMM 方法)
(matchzoo.models.arci.ArcI 方法)
(matchzoo.models.arcii.ArcII 方法)
(matchzoo.models.cdssm.CDSSM 方法)
(matchzoo.models.conv_knrm.ConvKNRM 方法)
(matchzoo.models.dense_baseline.DenseBaseline 方法)
(matchzoo.models.drmm.DRMM 方法)
(matchzoo.models.drmmtks.DRMMTKS 方法)
(matchzoo.models.dssm.DSSM 方法)
(matchzoo.models.duet.DUET 方法)
(matchzoo.models.knrm.KNRM 方法)
(matchzoo.models.match_pyramid.MatchPyramid 方法)
(matchzoo.models.mvlstm.MVLSTM 方法)
(matchzoo.models.naive.Naive 方法)
build_matrix() (matchzoo.embedding.Embedding 方法)
build_unit_from_data_pack() (在 matchzoo.data_pack.build_unit_from_data_pack 模块中)
build_vocab_unit() (在 matchzoo.data_pack.build_vocab_unit 模块中)
C
call() (matchzoo.layers.dynamic_pooling_layer.DynamicPoolingLayer 方法)
(matchzoo.layers.matching_layer.MatchingLayer 方法)
CDSSM (matchzoo.models.cdssm 中的类)
CDSSMPreprocessor (matchzoo.preprocessors.cdssm_preprocessor 中的类)
chain_transform() (在 matchzoo.processor_units.chain_transform 模块中)
choice (matchzoo.engine.hyper_spaces 中的类)
Classification (matchzoo.tasks.classification 中的类)
compile() (matchzoo.engine.base_model.BaseModel 方法)
completed() (matchzoo.engine.param_table.ParamTable 方法)
compute_output_shape() (matchzoo.layers.dynamic_pooling_layer.DynamicPoolingLayer 方法)
(matchzoo.layers.matching_layer.MatchingLayer 方法)
context (matchzoo.engine.base_preprocessor.BasePreprocessor 属性)
convert() (matchzoo.engine.hyper_spaces.HyperoptProxy 方法)
convert_metrics() (matchzoo.engine.base_task.BaseTask 类方法)
ConvKNRM (matchzoo.models.conv_knrm 中的类)
copy() (matchzoo.data_pack.data_pack.DataPack 方法)
D
DATA_FILENAME (matchzoo.data_pack.data_pack.DataPack 属性)
(matchzoo.engine.base_preprocessor.BasePreprocessor 属性)
DataGenerator (matchzoo.data_generator.data_generator 中的类)
DataPack (matchzoo.data_pack.data_pack 中的类)
DataPack.FrameView (matchzoo.data_pack.data_pack 中的类)
DenseBaseline (matchzoo.models.dense_baseline 中的类)
desc (matchzoo.engine.param.Param 属性)
DigitRemovalUnit (matchzoo.processor_units.processor_units 中的类)
DiscountedCumulativeGain (matchzoo.metrics.discounted_cumulative_gain 中的类)
DPoolDataGenerator (matchzoo.data_generator.dpool_data_generator 中的类)
DPoolPairDataGenerator (matchzoo.data_generator.dpool_data_generator 中的类)
DRMM (matchzoo.models.drmm 中的类)
DRMMTKS (matchzoo.models.drmmtks 中的类)
drop_label() (matchzoo.data_pack.data_pack.DataPack 方法)
DSSM (matchzoo.models.dssm 中的类)
DSSMPreprocessor (matchzoo.preprocessors.dssm_preprocessor 中的类)
DUET (matchzoo.models.duet 中的类)
DynamicDataGenerator (matchzoo.data_generator.dynamic_data_generator 中的类)
DynamicPoolingLayer (matchzoo.layers.dynamic_pooling_layer 中的类)
E
Embedding (matchzoo.embedding 中的类)
evaluate() (matchzoo.engine.base_model.BaseModel 方法)
EvaluateAllMetrics (matchzoo.engine.callbacks 中的类)
F
fit() (matchzoo.engine.base_model.BaseModel 方法)
(matchzoo.engine.base_preprocessor.BasePreprocessor 方法)
(matchzoo.preprocessors.basic_preprocessor.BasicPreprocessor 方法)
(matchzoo.preprocessors.cdssm_preprocessor.CDSSMPreprocessor 方法)
(matchzoo.preprocessors.dssm_preprocessor.DSSMPreprocessor 方法)
(matchzoo.preprocessors.naive_preprocessor.NaivePreprocessor 方法)
(matchzoo.processor_units.processor_units.FrequencyFilterUnit 方法)
(matchzoo.processor_units.processor_units.StatefulProcessorUnit 方法)
(matchzoo.processor_units.processor_units.VocabularyUnit 方法)
fit_generator() (matchzoo.engine.base_model.BaseModel 方法)
fit_transform() (matchzoo.engine.base_preprocessor.BasePreprocessor 方法)
FixedLengthUnit (matchzoo.processor_units.processor_units 中的类)
frame (matchzoo.data_pack.data_pack.DataPack 属性)
FrequencyFilterUnit (matchzoo.processor_units.processor_units 中的类)
G
get() (matchzoo.engine.param_table.ParamTable 方法)
get_config() (matchzoo.layers.dynamic_pooling_layer.DynamicPoolingLayer 方法)
(matchzoo.layers.matching_layer.MatchingLayer 方法)
get_default_params() (matchzoo.contrib.models.match_lstm.MatchLSTM 类方法)
(matchzoo.engine.base_model.BaseModel 类方法)
(matchzoo.models.anmm.ANMM 类方法)
(matchzoo.models.arci.ArcI 类方法)
(matchzoo.models.arcii.ArcII 类方法)
(matchzoo.models.cdssm.CDSSM 类方法)
(matchzoo.models.conv_knrm.ConvKNRM 方法)
(matchzoo.models.dense_baseline.DenseBaseline 类方法)
(matchzoo.models.drmm.DRMM 类方法)
(matchzoo.models.drmmtks.DRMMTKS 类方法)
(matchzoo.models.dssm.DSSM 类方法)
(matchzoo.models.duet.DUET 类方法)
(matchzoo.models.knrm.KNRM 类方法)
(matchzoo.models.match_pyramid.MatchPyramid 类方法)
(matchzoo.models.mvlstm.MVLSTM 类方法)
get_default_preprocessor() (matchzoo.engine.base_model.BaseModel 类方法)
(matchzoo.models.cdssm.CDSSM 类方法)
(matchzoo.models.dssm.DSSM 类方法)
guess_and_fill_missing_params() (matchzoo.engine.base_model.BaseModel 方法)
(matchzoo.models.cdssm.CDSSM 方法)
H
has_label (matchzoo.data_pack.data_pack.DataPack 属性)
HistogramDataGenerator (matchzoo.data_generator.histogram_data_generator 中的类)
HistogramPairDataGenerator (matchzoo.data_generator.histogram_data_generator 中的类)
hyper_space (matchzoo.engine.param.Param 属性)
(matchzoo.engine.param_table.ParamTable 属性)
HyperoptProxy (matchzoo.engine.hyper_spaces 中的类)
I
input_dim (matchzoo.embedding.Embedding 属性)
K
keys() (matchzoo.engine.param_table.ParamTable 方法)
KNRM (matchzoo.models.knrm 中的类)
L
left (matchzoo.data_pack.data_pack.DataPack 属性)
LemmatizationUnit (matchzoo.processor_units.processor_units 中的类)
list_available() (在 matchzoo.datasets 模块中)
(在 matchzoo.models 模块中)
(在 matchzoo.preprocessors 模块中)
(在 matchzoo.processor_units.processor_units 模块中)
list_available_losses() (matchzoo.engine.base_task.BaseTask 类方法)
(matchzoo.tasks.classification.Classification 类方法)
(matchzoo.tasks.ranking.Ranking 类方法)
list_available_metrics() (matchzoo.engine.base_task.BaseTask 类方法)
(matchzoo.tasks.classification.Classification 类方法)
(matchzoo.tasks.ranking.Ranking 类方法)
list_available_task_types() (在 matchzoo.tasks.utils 模块中)
list_available_tasks() (在 matchzoo.engine.base_task 模块中)
load_data() (在 matchzoo.datasets.snli.load_data 模块中)
(在 matchzoo.datasets.toy 模块中)
(在 matchzoo.datasets.wiki_qa.load_data 模块中)
load_data_pack() (在 matchzoo.data_pack.data_pack 模块中)
load_embedding_matrix() (matchzoo.engine.base_model.BaseModel 方法)
load_from_file() (在 matchzoo.embedding 模块中)
load_glove_embedding() (在 matchzoo.datasets.embeddings.load_glove_embedding 模块中)
load_model() (在 matchzoo.engine.base_model 模块中)
load_preprocessor() (在 matchzoo.engine.base_preprocessor 模块中)
loss (matchzoo.engine.base_task.BaseTask 属性)
LowercaseUnit (matchzoo.processor_units.processor_units 中的类)
M
match_histogram_generator() (在 matchzoo.data_generator.histogram_data_generator 模块中)
MatchingHistogramUnit (matchzoo.processor_units.processor_units 中的类)
MatchingLayer (matchzoo.layers.matching_layer 中的类)
MatchLSTM (matchzoo.contrib.models.match_lstm 中的类)
MatchPyramid (matchzoo.models.match_pyramid 中的类)
matchzoo (模块)
matchzoo.auto (模块)
matchzoo.auto.prepare (模块)
matchzoo.auto.tuner (模块)
matchzoo.contrib (模块)
matchzoo.contrib.layers (模块)
matchzoo.contrib.models (模块)
matchzoo.contrib.models.match_lstm (模块)
matchzoo.data_generator (模块)
matchzoo.data_generator.data_generator (模块)
matchzoo.data_generator.dpool_data_generator (模块)
matchzoo.data_generator.dynamic_data_generator (模块)
matchzoo.data_generator.histogram_data_generator (模块)
matchzoo.data_generator.pair_data_generator (模块)
matchzoo.data_pack (模块)
matchzoo.data_pack.build_unit_from_data_pack (模块)
matchzoo.data_pack.build_vocab_unit (模块)
matchzoo.data_pack.data_pack (模块)
matchzoo.data_pack.pack (模块)
matchzoo.datasets (模块)
matchzoo.datasets.embeddings (模块)
matchzoo.datasets.embeddings.load_glove_embedding (模块)
matchzoo.datasets.snli (模块)
matchzoo.datasets.snli.load_data (模块)
matchzoo.datasets.toy (模块)
matchzoo.datasets.wiki_qa (模块)
matchzoo.datasets.wiki_qa.load_data (模块)
matchzoo.embedding (模块)
matchzoo.engine (模块)
matchzoo.engine.base_metric (模块)
matchzoo.engine.base_model (模块)
matchzoo.engine.base_preprocessor (模块)
matchzoo.engine.base_task (模块)
matchzoo.engine.callbacks (模块)
matchzoo.engine.hyper_spaces (模块)
matchzoo.engine.param (模块)
matchzoo.engine.param_table (模块)
matchzoo.layers (模块)
matchzoo.layers.dynamic_pooling_layer (模块)
matchzoo.layers.matching_layer (模块)
matchzoo.logger (模块)
matchzoo.losses (模块)
matchzoo.losses.rank_cross_entropy_loss (模块)
matchzoo.losses.rank_hinge_loss (模块)
matchzoo.metrics (模块)
matchzoo.metrics.average_precision (模块)
matchzoo.metrics.discounted_cumulative_gain (模块)
matchzoo.metrics.mean_average_precision (模块)
matchzoo.metrics.mean_reciprocal_rank (模块)
matchzoo.metrics.normalized_discounted_cumulative_gain (模块)
matchzoo.metrics.precision (模块)
matchzoo.models (模块)
matchzoo.models.anmm (模块)
matchzoo.models.arci (模块)
matchzoo.models.arcii (模块)
matchzoo.models.cdssm (模块)
matchzoo.models.conv_knrm (模块)
matchzoo.models.dense_baseline (模块)
matchzoo.models.drmm (模块)
matchzoo.models.drmmtks (模块)
matchzoo.models.dssm (模块)
matchzoo.models.duet (模块)
matchzoo.models.knrm (模块)
matchzoo.models.match_pyramid (模块)
matchzoo.models.mvlstm (模块)
matchzoo.models.naive (模块)
matchzoo.preprocessors (模块)
matchzoo.preprocessors.basic_preprocessor (模块)
matchzoo.preprocessors.cdssm_preprocessor (模块)
matchzoo.preprocessors.dssm_preprocessor (模块)
matchzoo.preprocessors.naive_preprocessor (模块)
matchzoo.processor_units (模块)
matchzoo.processor_units.chain_transform (模块)
matchzoo.processor_units.processor_units (模块)
matchzoo.tasks (模块)
matchzoo.tasks.classification (模块)
matchzoo.tasks.ranking (模块)
matchzoo.tasks.utils (模块)
matchzoo.utils (模块)
matchzoo.utils.one_hot (模块)
matchzoo.utils.tensor_type (模块)
matchzoo.version (模块)
MeanAveragePrecision (matchzoo.metrics.mean_average_precision 中的类)
MeanReciprocalRank (matchzoo.metrics.mean_reciprocal_rank 中的类)
metrics (matchzoo.engine.base_task.BaseTask 属性)
MVLSTM (matchzoo.models.mvlstm 中的类)
N
Naive (matchzoo.models.naive 中的类)
NaivePreprocessor (matchzoo.preprocessors.naive_preprocessor 中的类)
name (matchzoo.engine.param.Param 属性)
NgramLetterUnit (matchzoo.processor_units.processor_units 中的类)
NormalizedDiscountedCumulativeGain (matchzoo.metrics.normalized_discounted_cumulative_gain 中的类)
num_classes (matchzoo.tasks.classification.Classification 属性)
num_instance (matchzoo.data_generator.data_generator.DataGenerator 属性)
(matchzoo.data_generator.pair_data_generator.PairDataGenerator 属性)
O
on_epoch_end() (matchzoo.data_generator.data_generator.DataGenerator 方法)
(matchzoo.engine.callbacks.EvaluateAllMetrics 方法)
one_hot() (在 matchzoo.utils.one_hot 模块中)
one_hot_encode_label() (matchzoo.data_pack.data_pack.DataPack 方法)
output_dim (matchzoo.embedding.Embedding 属性)
output_dtype (matchzoo.engine.base_task.BaseTask 属性)
(matchzoo.tasks.classification.Classification 属性)
(matchzoo.tasks.ranking.Ranking 属性)
output_shape (matchzoo.engine.base_task.BaseTask 属性)
(matchzoo.tasks.classification.Classification 属性)
(matchzoo.tasks.ranking.Ranking 属性)
P
pack() (在 matchzoo.data_pack.pack 模块中)
PairDataGenerator (matchzoo.data_generator.pair_data_generator 中的类)
Param (matchzoo.engine.param 中的类)
params (matchzoo.auto.tuner.Tuner 属性)
(matchzoo.engine.base_model.BaseModel 属性)
PARAMS_FILENAME (matchzoo.engine.base_model.BaseModel 属性)
ParamTable (matchzoo.engine.param_table 中的类)
parse_metric() (在 matchzoo.engine.base_metric 模块中)
Precision (matchzoo.metrics.precision 中的类)
predict() (matchzoo.engine.base_model.BaseModel 方法)
prepare() (在 matchzoo.auto.prepare 模块中)
ProcessorUnit (matchzoo.processor_units.processor_units 中的类)
PuncRemovalUnit (matchzoo.processor_units.processor_units 中的类)
Q
quniform (matchzoo.engine.hyper_spaces 中的类)
R
RankCrossEntropyLoss (matchzoo.losses.rank_cross_entropy_loss 中的类)
RankHingeLoss (matchzoo.losses.rank_hinge_loss 中的类)
Ranking (matchzoo.tasks.ranking 中的类)
relation (matchzoo.data_pack.data_pack.DataPack 属性)
reorganize_data_pack() (matchzoo.data_generator.pair_data_generator.PairDataGenerator 类方法)
reset() (matchzoo.data_generator.data_generator.DataGenerator 方法)
right (matchzoo.data_pack.data_pack.DataPack 属性)
S
save() (matchzoo.data_pack.data_pack.DataPack 方法)
(matchzoo.engine.base_model.BaseModel 方法)
(matchzoo.engine.base_preprocessor.BasePreprocessor 方法)
set() (matchzoo.engine.param_table.ParamTable 方法)
set_default() (matchzoo.engine.param.Param 方法)
shuffle() (matchzoo.data_pack.data_pack.DataPack 方法)
sort_and_couple() (在 matchzoo.engine.base_metric 模块中)
state (matchzoo.processor_units.processor_units.StatefulProcessorUnit 属性)
StatefulProcessorUnit (matchzoo.processor_units.processor_units 中的类)
StemmingUnit (matchzoo.processor_units.processor_units 中的类)
StopRemovalUnit (matchzoo.processor_units.processor_units 中的类)
stopwords (matchzoo.processor_units.processor_units.StopRemovalUnit 属性)
T
TokenizeUnit (matchzoo.processor_units.processor_units 中的类)
transform() (matchzoo.engine.base_preprocessor.BasePreprocessor 方法)
(matchzoo.preprocessors.basic_preprocessor.BasicPreprocessor 方法)
(matchzoo.preprocessors.cdssm_preprocessor.CDSSMPreprocessor 方法)
(matchzoo.preprocessors.dssm_preprocessor.DSSMPreprocessor 方法)
(matchzoo.preprocessors.naive_preprocessor.NaivePreprocessor 方法)
(matchzoo.processor_units.processor_units.DigitRemovalUnit 方法)
(matchzoo.processor_units.processor_units.FixedLengthUnit 方法)
(matchzoo.processor_units.processor_units.FrequencyFilterUnit 方法)
(matchzoo.processor_units.processor_units.LemmatizationUnit 方法)
(matchzoo.processor_units.processor_units.LowercaseUnit 方法)
(matchzoo.processor_units.processor_units.MatchingHistogramUnit 方法)
(matchzoo.processor_units.processor_units.NgramLetterUnit 方法)
(matchzoo.processor_units.processor_units.ProcessorUnit 方法)
(matchzoo.processor_units.processor_units.PuncRemovalUnit 方法)
(matchzoo.processor_units.processor_units.StemmingUnit 方法)
(matchzoo.processor_units.processor_units.StopRemovalUnit 方法)
(matchzoo.processor_units.processor_units.TokenizeUnit 方法)
(matchzoo.processor_units.processor_units.VocabularyUnit 方法)
(matchzoo.processor_units.processor_units.WordHashingUnit 方法)
trunc_text() (在 matchzoo.data_generator.histogram_data_generator 模块中)
tune() (matchzoo.auto.tuner.Tuner 方法)
Tuner (matchzoo.auto.tuner 中的类)
U
uniform (matchzoo.engine.hyper_spaces 中的类)
unpack() (matchzoo.data_pack.data_pack.DataPack 方法)
V
validate_context() (在 matchzoo.engine.base_preprocessor 模块中)
validator (matchzoo.engine.param.Param 属性)
value (matchzoo.engine.param.Param 属性)
VocabularyUnit (matchzoo.processor_units.processor_units 中的类)
VocabularyUnit.IndexTerm (matchzoo.processor_units.processor_units 中的类)
VocabularyUnit.TermIndex (matchzoo.processor_units.processor_units 中的类)
W
WordHashingUnit (matchzoo.processor_units.processor_units 中的类)
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