Index

A

a_attr (active_matcher.feature.feature.Feature property), [1] active_matcher module, [1], [2] active_matcher.active_learning module, [1] active_matcher.active_learning.cont_entropy_active_learner module active_matcher.active_learning.ent_active_learner module active_matcher.algorithms module active_matcher.feature module, [1] active_matcher.feature.feature module, [1] active_matcher.feature.token_feature module, [1] active_matcher.feature.vector_feature module, [1]

active_matcher.feature_selector module active_matcher.fv_generator module active_matcher.ml_model module active_matcher.storage module active_matcher.tokenizer module, [1] active_matcher.tokenizer.tokenizer module, [1] active_matcher.tokenizer.vectorizer module, [1] active_matcher.utils module add_or_get() (active_matcher.fv_generator.BuildCache method) AlphaNumericTokenizer (class in active_matcher.tokenizer.tokenizer), [1]

B

b_attr (active_matcher.feature.feature.Feature property), [1] base_tokenize() (active_matcher.tokenizer.tokenizer.ShingleTokenizer method), [1] build() (active_matcher.feature.feature.Feature method), [1] (active_matcher.feature.vector_feature.DocFreqBuilder method), [1] (active_matcher.feature.vector_feature.TFIDFFeature method), [1] (active_matcher.fv_generator.FVGenerator method) (active_matcher.storage.LongIntHashMap class method)

build_from_doc_freqs() (active_matcher.tokenizer.vectorizer.SIFVectorizer method), [1] (active_matcher.tokenizer.vectorizer.TFIDFVectorizer method), [1] BuildCache (class in active_matcher.fv_generator)

C

clear() (active_matcher.fv_generator.BuildCache method) compress() (active_matcher.storage.MemmapDataFrame static method) ContinuousEntropyActiveLearner (class in active_matcher.active_learning.cont_entropy_active_learner) convert_to_array() (in module active_matcher.ml_model)

convert_to_vector() (in module active_matcher.ml_model) CosineFeature (class in active_matcher.feature.token_feature), [1] create_for_keys() (active_matcher.utils.PerfectHashFunction class method) cross_val_scores() (active_matcher.ml_model.SKLearnModel method)

D

decompress() (active_matcher.storage.MemmapDataFrame static method) deinit() (active_matcher.storage.SqliteDict method) delete() (active_matcher.storage.MemmapArray method) (active_matcher.storage.MemmapDataFrame method)

DistributableHashMap (class in active_matcher.storage) DocFreqBuilder (class in active_matcher.feature.vector_feature), [1] dot() (active_matcher.utils.SparseVec method) down_sample() (in module active_matcher.algorithms)

E

EditDistanceFeature (class in active_matcher.feature.feature), [1] entropy (active_matcher.active_learning.cont_entropy_active_learner.PQueueItem attribute) entropy() (active_matcher.ml_model.MLModel method) (active_matcher.ml_model.SKLearnModel method) (active_matcher.ml_model.SparkMLModel method)

EntropyActiveLearner (class in active_matcher.active_learning.ent_active_learner) ExactMatchFeature (class in active_matcher.feature.feature), [1] EXTRA_TOKEN_FEATURES (active_matcher.feature_selector.FeatureSelector attribute) EXTRA_TOKENIZERS (active_matcher.feature_selector.FeatureSelector attribute)

F

Feature (class in active_matcher.feature.feature), [1] feature_names (active_matcher.fv_generator.FVGenerator property) features (active_matcher.fv_generator.FVGenerator property) FeatureSelector (class in active_matcher.feature_selector) fetch() (active_matcher.storage.MemmapDataFrame method) (active_matcher.storage.SqliteDataFrame method)

from_dict() (active_matcher.storage.SqliteDict class method) from_spark_df() (active_matcher.storage.MemmapDataFrame class method) (active_matcher.storage.SqliteDataFrame class method) FVGenerator (class in active_matcher.fv_generator)

G

generate_and_score_fvs() (active_matcher.fv_generator.FVGenerator method) generate_fvs() (active_matcher.fv_generator.FVGenerator method)

get_logger() (in module active_matcher.utils) get_model() (active_matcher.ml_model.SKLearnModel method) (active_matcher.ml_model.SparkMLModel method)

H

hash() (active_matcher.utils.PerfectHashFunction method) hash_map_get_key() (in module active_matcher.storage)

hash_map_get_keys() (in module active_matcher.storage) hash_map_insert_key() (in module active_matcher.storage) hash_map_insert_keys() (in module active_matcher.storage)

I

indexes (active_matcher.utils.SparseVec property) init() (active_matcher.storage.DistributableHashMap method) (active_matcher.storage.MemmapArray method) (active_matcher.storage.MemmapDataFrame method) (active_matcher.storage.SqliteDataFrame method) (active_matcher.storage.SqliteDict method) (active_matcher.tokenizer.vectorizer.SIFVectorizer method), [1] (active_matcher.tokenizer.vectorizer.TFIDFVectorizer method), [1]

is_null() (in module active_matcher.utils) is_persisted() (in module active_matcher.utils) item (active_matcher.active_learning.cont_entropy_active_learner.PQueueItem attribute)

J

JaccardFeature (class in active_matcher.feature.token_feature), [1]

L

LongIntHashMap (class in active_matcher.storage)

M

MemmapArray (class in active_matcher.storage) MemmapDataFrame (class in active_matcher.storage) MLModel (class in active_matcher.ml_model) module active_matcher, [1], [2] active_matcher.active_learning, [1] active_matcher.active_learning.cont_entropy_active_learner active_matcher.active_learning.ent_active_learner active_matcher.algorithms active_matcher.feature, [1] active_matcher.feature.feature, [1] active_matcher.feature.token_feature, [1] active_matcher.feature.vector_feature, [1] active_matcher.feature_selector active_matcher.fv_generator active_matcher.ml_model active_matcher.storage active_matcher.tokenizer, [1] active_matcher.tokenizer.tokenizer, [1] active_matcher.tokenizer.vectorizer, [1] active_matcher.utils

MongeElkanFeature (class in active_matcher.feature.token_feature), [1]

N

NAME (active_matcher.tokenizer.tokenizer.AlphaNumericTokenizer attribute), [1] (active_matcher.tokenizer.tokenizer.NumericTokenizer attribute), [1] (active_matcher.tokenizer.tokenizer.StrippedWhiteSpaceTokenizer attribute), [1] (active_matcher.tokenizer.tokenizer.WhiteSpaceTokenizer attribute), [1]

nan_fill (active_matcher.ml_model.MLModel property) (active_matcher.ml_model.SKLearnModel property) (active_matcher.ml_model.SparkMLModel property) NeedlemanWunschFeature (class in active_matcher.feature.feature), [1] NumericTokenizer (class in active_matcher.tokenizer.tokenizer), [1]

O

on_spark (active_matcher.storage.DistributableHashMap property) out_col_name() (active_matcher.tokenizer.tokenizer.Tokenizer method), [1] (active_matcher.tokenizer.vectorizer.SIFVectorizer method), [1] (active_matcher.tokenizer.vectorizer.TFIDFVectorizer method), [1]

OverlapCoeffFeature (class in active_matcher.feature.token_feature), [1]

P

params_dict() (active_matcher.ml_model.MLModel method) (active_matcher.ml_model.SKLearnModel method) (active_matcher.ml_model.SparkMLModel method) PerfectHashFunction (class in active_matcher.utils) persisted() (in module active_matcher.utils) PQueueItem (class in active_matcher.active_learning.cont_entropy_active_learner) predict() (active_matcher.ml_model.MLModel method) (active_matcher.ml_model.SKLearnModel method) (active_matcher.ml_model.SparkMLModel method)

prediction_conf() (active_matcher.ml_model.MLModel method) (active_matcher.ml_model.SKLearnModel method) (active_matcher.ml_model.SparkMLModel method) prep_fvs() (active_matcher.ml_model.MLModel method) preprocess() (active_matcher.feature.feature.Feature method), [1] preprocess_output_column() (active_matcher.feature.feature.Feature method), [1]

Q

QGramTokenizer (class in active_matcher.tokenizer.tokenizer), [1]

R

RE (active_matcher.tokenizer.tokenizer.StrippedQGramTokenizer attribute), [1] (active_matcher.tokenizer.tokenizer.StrippedWhiteSpaceTokenizer attribute), [1]

RelDiffFeature (class in active_matcher.feature.feature), [1] release_resources() (active_matcher.fv_generator.FVGenerator method) repartition_df() (in module active_matcher.utils)

S

select_features() (active_matcher.feature_selector.FeatureSelector method) select_seeds() (in module active_matcher.algorithms) shape (active_matcher.storage.MemmapArray property) ShingleTokenizer (class in active_matcher.tokenizer.tokenizer), [1] SIFFeature (class in active_matcher.feature.vector_feature), [1] SIFVectorizer (class in active_matcher.tokenizer.vectorizer), [1] sim_func() (active_matcher.feature.token_feature.CosineFeature method), [1] (active_matcher.feature.token_feature.JaccardFeature method), [1] (active_matcher.feature.token_feature.MongeElkanFeature method), [1] (active_matcher.feature.token_feature.OverlapCoeffFeature method), [1] (active_matcher.feature.token_feature.TokenFeature method), [1] (active_matcher.feature.vector_feature.TFIDFFeature method), [1]

SKLearnModel (class in active_matcher.ml_model) SmithWatermanFeature (class in active_matcher.feature.feature), [1] spark_to_pandas_stream() (in module active_matcher.storage) SparkMLModel (class in active_matcher.ml_model) SparseVec (class in active_matcher.utils) SqliteDataFrame (class in active_matcher.storage) SqliteDict (class in active_matcher.storage) StrippedQGramTokenizer (class in active_matcher.tokenizer.tokenizer), [1] StrippedWhiteSpaceTokenizer (class in active_matcher.tokenizer.tokenizer), [1]

T

template() (active_matcher.feature.feature.Feature class method), [1] TFIDFFeature (class in active_matcher.feature.vector_feature), [1] TFIDFVectorizer (class in active_matcher.tokenizer.vectorizer), [1] to_spark() (active_matcher.storage.DistributableHashMap method) (active_matcher.storage.MemmapArray method) (active_matcher.storage.MemmapDataFrame method) (active_matcher.storage.SqliteDataFrame method) (active_matcher.storage.SqliteDict method) TOKEN_FEATURES (active_matcher.feature_selector.FeatureSelector attribute) TokenFeature (class in active_matcher.feature.token_feature), [1] tokenize() (active_matcher.tokenizer.tokenizer.AlphaNumericTokenizer method), [1] (active_matcher.tokenizer.tokenizer.NumericTokenizer method), [1] (active_matcher.tokenizer.tokenizer.QGramTokenizer method), [1] (active_matcher.tokenizer.tokenizer.ShingleTokenizer method), [1] (active_matcher.tokenizer.tokenizer.StrippedQGramTokenizer method), [1] (active_matcher.tokenizer.tokenizer.StrippedWhiteSpaceTokenizer method), [1] (active_matcher.tokenizer.tokenizer.Tokenizer method), [1] (active_matcher.tokenizer.tokenizer.WhiteSpaceTokenizer method), [1]

tokenize_set() (active_matcher.tokenizer.tokenizer.Tokenizer method), [1] tokenize_spark() (active_matcher.tokenizer.tokenizer.Tokenizer method), [1] Tokenizer (class in active_matcher.tokenizer.tokenizer), [1] TOKENIZERS (active_matcher.feature_selector.FeatureSelector attribute) train() (active_matcher.active_learning.cont_entropy_active_learner.ContinuousEntropyActiveLearner method) (active_matcher.active_learning.ent_active_learner.EntropyActiveLearner method) (active_matcher.ml_model.MLModel method) (active_matcher.ml_model.SKLearnModel method) (active_matcher.ml_model.SparkMLModel method) type_check() (in module active_matcher.utils) type_check_iterable() (in module active_matcher.utils)

U

use_floats (active_matcher.ml_model.MLModel property) (active_matcher.ml_model.SKLearnModel property) (active_matcher.ml_model.SparkMLModel property)

use_vectors (active_matcher.ml_model.MLModel property) (active_matcher.ml_model.SKLearnModel property) (active_matcher.ml_model.SparkMLModel property)

V

values (active_matcher.storage.MemmapArray property) (active_matcher.utils.SparseVec property)

vectorize() (active_matcher.tokenizer.vectorizer.SIFVectorizer method), [1] (active_matcher.tokenizer.vectorizer.TFIDFVectorizer method), [1]

W

WHITESPACE_NORM (active_matcher.tokenizer.tokenizer.StrippedWhiteSpaceTokenizer attribute), [1]

WhiteSpaceTokenizer (class in active_matcher.tokenizer.tokenizer), [1] write_chunk() (active_matcher.storage.MemmapDataFrame method)