Index

A

avg_doc_len (pocket_dimension.vectorizer.BM25Vectorizer attribute)

B

b (pocket_dimension.vectorizer.BM25Vectorizer attribute)

BM25Vectorizer (class in pocket_dimension.vectorizer)

C

cms (pocket_dimension.vectorizer.TFVectorizer attribute)

D

d (pocket_dimension.vectorizer.TFVectorizer attribute)

distributional_johnson_lindenstrauss_optimal_delta() (in module pocket_dimension.random_projection)

F

filter (pocket_dimension.vectorizer.TFVectorizer attribute) filter_out (pocket_dimension.vectorizer.TFVectorizer attribute)

filter_reweight_features() (pocket_dimension.vectorizer.BM25Vectorizer method) (pocket_dimension.vectorizer.TFVectorizer method) fit() (pocket_dimension.random_projection.JustInTimeRandomProjection method)

H

hash_dim (pocket_dimension.vectorizer.TFVectorizer attribute)

hasher (pocket_dimension.vectorizer.TFVectorizer attribute)

J

jit_rp (pocket_dimension.vectorizer.TFVectorizer attribute)

JustInTimeRandomProjection (class in pocket_dimension.random_projection)

K

k1 (pocket_dimension.vectorizer.BM25Vectorizer attribute)

M

maxDF (pocket_dimension.vectorizer.TFVectorizer attribute) min_n_features (pocket_dimension.vectorizer.TFVectorizer attribute) min_n_observations (pocket_dimension.vectorizer.TFVectorizer attribute) minDF (pocket_dimension.vectorizer.TFVectorizer attribute)

module pocket_dimension.random_projection pocket_dimension.vectorizer tests.test_pocket_dimension

N

n_components_ (pocket_dimension.random_projection.JustInTimeRandomProjection attribute)

numba_idf() (in module pocket_dimension.vectorizer) numba_idf_bm25() (in module pocket_dimension.vectorizer)

P

pocket_dimension.random_projection module

pocket_dimension.vectorizer module

R

random_projection() (in module pocket_dimension.random_projection)

random_sparse_vectors() (in module pocket_dimension.random_projection)

S

sparse_distance_squared() (in module tests.test_pocket_dimension)

splitmix64() (in module pocket_dimension.random_projection)

T

temperature (pocket_dimension.vectorizer.TFVectorizer attribute) test_bm25_constructor_and_parameters() (in module tests.test_pocket_dimension) test_bm25_document_length_normalization() (in module tests.test_pocket_dimension) test_bm25_vectorization() (in module tests.test_pocket_dimension) test_bm25_weights_use_temperature_and_document_length() (in module tests.test_pocket_dimension) test_distributional_johnson_lindenstrauss() (in module tests.test_pocket_dimension) test_johnson_lindenstrauss() (in module tests.test_pocket_dimension) test_numba_idf() (in module tests.test_pocket_dimension) test_numba_idf_bm25() (in module tests.test_pocket_dimension) test_tf() (in module tests.test_pocket_dimension)

test_tf_cms() (in module tests.test_pocket_dimension) test_tf_data_quality() (in module tests.test_pocket_dimension) test_tf_filter() (in module tests.test_pocket_dimension) test_tf_temp() (in module tests.test_pocket_dimension) test_tfidf() (in module tests.test_pocket_dimension) test_tfidf_data_quality() (in module tests.test_pocket_dimension) tests.test_pocket_dimension module TFIDFVectorizer (class in pocket_dimension.vectorizer) TFVectorizer (class in pocket_dimension.vectorizer) transform() (pocket_dimension.random_projection.JustInTimeRandomProjection method)

Y

yield_record() (pocket_dimension.vectorizer.TFVectorizer method)