Index

A

add() (matchzoo.engine.param_table.ParamTable method) ALIAS (matchzoo.engine.base_metric.BaseMetric attribute) (matchzoo.metrics.average_precision.AveragePrecision attribute) (matchzoo.metrics.discounted_cumulative_gain.DiscountedCumulativeGain attribute) (matchzoo.metrics.mean_average_precision.MeanAveragePrecision attribute) (matchzoo.metrics.mean_reciprocal_rank.MeanReciprocalRank attribute) (matchzoo.metrics.normalized_discounted_cumulative_gain.NormalizedDiscountedCumulativeGain attribute) (matchzoo.metrics.precision.Precision attribute)

append_text_length() (matchzoo.data_pack.data_pack.DataPack method) apply_on_text() (matchzoo.data_pack.data_pack.DataPack method) AveragePrecision (class in matchzoo.metrics.average_precision)

B

BaseMetric (class in matchzoo.engine.base_metric)

BaseTask (class in matchzoo.engine.base_task)

C

choice (class in matchzoo.engine.hyper_spaces) Classification (class in matchzoo.tasks.classification) completed() (matchzoo.engine.param_table.ParamTable method)

context (matchzoo.preprocessors.units.stateful_unit.StatefulUnit property) convert() (matchzoo.engine.hyper_spaces.HyperoptProxy method) copy() (matchzoo.data_pack.data_pack.DataPack method)

D

DATA_FILENAME (matchzoo.data_pack.data_pack.DataPack attribute) DataPack (class in matchzoo.data_pack.data_pack) DataPack.FrameView (class in matchzoo.data_pack.data_pack) desc (matchzoo.engine.param.Param property)

DigitRemoval (class in matchzoo.preprocessors.units.digit_removal) DiscountedCumulativeGain (class in matchzoo.metrics.discounted_cumulative_gain) drop_invalid() (matchzoo.data_pack.data_pack.DataPack method) drop_label() (matchzoo.data_pack.data_pack.DataPack method)

F

fit() (matchzoo.preprocessors.units.frequency_filter.FrequencyFilter method) (matchzoo.preprocessors.units.stateful_unit.StatefulUnit method)

FixedLength (class in matchzoo.preprocessors.units.fixed_length) frame (matchzoo.data_pack.data_pack.DataPack property) FrequencyFilter (class in matchzoo.preprocessors.units.frequency_filter)

G

get() (matchzoo.engine.param_table.ParamTable method)

H

has_label (matchzoo.data_pack.data_pack.DataPack property) hyper_space (matchzoo.engine.param.Param property) (matchzoo.engine.param_table.ParamTable property)

HyperoptProxy (class in matchzoo.engine.hyper_spaces)

K

keys() (matchzoo.engine.param_table.ParamTable method)

L

left (matchzoo.data_pack.data_pack.DataPack property) Lemmatization (class in matchzoo.preprocessors.units.lemmatization) list_available() (in module matchzoo.metrics) list_available_losses() (matchzoo.engine.base_task.BaseTask class method) (matchzoo.tasks.classification.Classification class method) (matchzoo.tasks.ranking.Ranking class method)

list_available_metrics() (matchzoo.engine.base_task.BaseTask class method) (matchzoo.tasks.classification.Classification class method) (matchzoo.tasks.ranking.Ranking class method) list_recursive_concrete_subclasses() (in module matchzoo.utils.list_recursive_subclasses) load_data_pack() (in module matchzoo.data_pack.data_pack) loss (matchzoo.engine.base_task.BaseTask property) Lowercase (class in matchzoo.preprocessors.units.lowercase)

M

MatchingHistogram (class in matchzoo.preprocessors.units.matching_histogram) matchzoo.data_pack module matchzoo.data_pack.data_pack module matchzoo.data_pack.pack module matchzoo.engine module matchzoo.engine.base_metric module matchzoo.engine.base_task module matchzoo.engine.hyper_spaces module matchzoo.engine.param module matchzoo.engine.param_table module matchzoo.engine.parse_metric module matchzoo.metrics module matchzoo.metrics.average_precision 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.preprocessors.units.digit_removal module matchzoo.preprocessors.units.fixed_length 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.unit module matchzoo.tasks module matchzoo.tasks.classification module matchzoo.tasks.ranking module matchzoo.utils.list_recursive_subclasses module matchzoo.utils.one_hot module matchzoo.utils.tensor_type module MeanAveragePrecision (class in matchzoo.metrics.mean_average_precision) MeanReciprocalRank (class in matchzoo.metrics.mean_reciprocal_rank) metrics (matchzoo.engine.base_task.BaseTask property) module matchzoo.data_pack matchzoo.data_pack.data_pack matchzoo.data_pack.pack matchzoo.engine matchzoo.engine.base_metric matchzoo.engine.base_task matchzoo.engine.hyper_spaces matchzoo.engine.param matchzoo.engine.param_table matchzoo.engine.parse_metric matchzoo.metrics matchzoo.metrics.average_precision 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.preprocessors.units.digit_removal matchzoo.preprocessors.units.fixed_length 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.unit matchzoo.tasks matchzoo.tasks.classification matchzoo.tasks.ranking matchzoo.utils.list_recursive_subclasses matchzoo.utils.one_hot matchzoo.utils.tensor_type

N

name (matchzoo.engine.param.Param property) NgramLetter (class in matchzoo.preprocessors.units.ngram_letter)

NormalizedDiscountedCumulativeGain (class in matchzoo.metrics.normalized_discounted_cumulative_gain) num_classes (matchzoo.tasks.classification.Classification property)

O

one_hot() (in module matchzoo.utils.one_hot) one_hot_encode_label() (matchzoo.data_pack.data_pack.DataPack method) output_dtype (matchzoo.engine.base_task.BaseTask property) (matchzoo.tasks.classification.Classification property) (matchzoo.tasks.ranking.Ranking property)

output_shape (matchzoo.engine.base_task.BaseTask property) (matchzoo.tasks.classification.Classification property) (matchzoo.tasks.ranking.Ranking property)

P

pack() (in module matchzoo.data_pack.pack) Param (class in matchzoo.engine.param) ParamTable (class in matchzoo.engine.param_table)

parse_metric() (in module matchzoo.engine.parse_metric) Precision (class in matchzoo.metrics.precision) PuncRemoval (class in matchzoo.preprocessors.units.punc_removal)

Q

quniform (class in matchzoo.engine.hyper_spaces)

R

Ranking (class in matchzoo.tasks.ranking) relation (matchzoo.data_pack.data_pack.DataPack property)

reset() (matchzoo.engine.param.Param method) right (matchzoo.data_pack.data_pack.DataPack property)

S

sample() (in module matchzoo.engine.hyper_spaces) save() (matchzoo.data_pack.data_pack.DataPack method) set() (matchzoo.engine.param_table.ParamTable method) set_default() (matchzoo.engine.param.Param method) shuffle() (matchzoo.data_pack.data_pack.DataPack method)

sort_and_couple() (in module matchzoo.engine.base_metric) state (matchzoo.preprocessors.units.stateful_unit.StatefulUnit property) StatefulUnit (class in matchzoo.preprocessors.units.stateful_unit) Stemming (class in matchzoo.preprocessors.units.stemming) StopRemoval (class in matchzoo.preprocessors.units.stop_removal) stopwords (matchzoo.preprocessors.units.stop_removal.StopRemoval property)

T

to_frame() (matchzoo.engine.param_table.ParamTable method) transform() (matchzoo.preprocessors.units.digit_removal.DigitRemoval method) (matchzoo.preprocessors.units.fixed_length.FixedLength 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.unit.Unit method)

U

uniform (class in matchzoo.engine.hyper_spaces) Unit (class in matchzoo.preprocessors.units.unit)

unpack() (matchzoo.data_pack.data_pack.DataPack method) update() (matchzoo.engine.param_table.ParamTable method)

V

validator (matchzoo.engine.param.Param property)

value (matchzoo.engine.param.Param property)