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Functions348 in github.com/alexeygrigorev/avito-duplicates-kaggle

↓ 1 callersFunctionmanhattan
(W1, W2)
calculate_w2v_features.py:65
↓ 1 callersFunctionmanhattan
(W1, W2)
calculate_w2v_wmd_features.py:59
↓ 1 callersFunctionnormalize
(text)
prepare_text_features.py:65
↓ 1 callersFunctionnum_exact_matches
(df1, df2)
calculate_imagemagick_features.py:74
↓ 1 callersFunctionnumber_pixels
(s)
mongo_put_images.py:63
↓ 1 callersFunctionpartition
(iterable, size)
mongo_put_images.py:127
↓ 1 callersFunctionpearson_cokurtosis
(W1, W2)
calculate_imagemagick_features.py:90
↓ 1 callersFunctionpearson_cokurtosis
(W1, W2)
calculate_w2v_features.py:80
↓ 1 callersFunctionphash_features
(in_dict, out_dict={})
mongo_put_images.py:39
↓ 1 callersFunctionprepare_scaler
()
calculate_imagemagick_features.py:246
↓ 1 callersFunctionprocess
(input_list, result_file, error_file)
prepare_imagemagick_features.py:16
↓ 1 callersFunctionprocess_batch
(batch, location_region, parent_category, geo, pool)
mongo_put_iteminfo.py:120
↓ 1 callersFunctionprocess_batch
(batch)
calculate_java-image_features.py:152
↓ 1 callersFunctionprocess_image
(file_path)
prepare_imagemagick_features.py:30
↓ 1 callersFunctionprocess_parallel
(pool, series, function, **args)
calculate_fuzzy_features.py:16
↓ 1 callersFunctionprocess_parallel
(pool, series, function)
mongo_put_images.py:124
↓ 1 callersMethodreadFile
(String fileName)
java-features/src/main/java/Utils.java:45
↓ 1 callersMethodreadGoodUrlEndings
()
java-features/src/main/java/ContactDetailExtractor.java:283
↓ 1 callersMethodreadImageIds
()
java-features/src/main/java/ImageFeatures.java:311
↓ 1 callersFunctionread_dictionaries
()
mongo_put_iteminfo.py:27
↓ 1 callersFunctionread_geo_data
()
mongo_put_iteminfo.py:32
↓ 1 callersFunctionread_sentences
()
prepare_w2v_model.py:13
↓ 1 callersFunctionread_sentences
(min_word_count=50)
prepare_glove_model.py:16
↓ 1 callersFunctionread_ssim_files
(images)
calculate_ssim_features.py:46
↓ 1 callersFunctionreverse
(lat, lon)
prepare_geo_features.py:40
↓ 1 callersFunctionrun
()
calculate_imagemagick_features.py:275
↓ 1 callersFunctionrun
()
mongo_put_iteminfo.py:182
↓ 1 callersFunctionrun
()
prepare_image_hashes.py:60
↓ 1 callersFunctionrun
()
calculate_glove_features.py:183
↓ 1 callersFunctionrun
()
calculate_w2v_features.py:214
↓ 1 callersFunctionrun
()
prepare_attrs_tfidf.py:57
↓ 1 callersFunctionrun
()
calculate_ssim_features.py:149
↓ 1 callersFunctionrun
()
prepare_w2v_model.py:63
↓ 1 callersFunctionrun
()
mongo_put_images.py:134
↓ 1 callersFunctionrun
()
calculate_whash_features.py:119
↓ 1 callersFunctionrun
()
prepare_glove_model.py:76
↓ 1 callersFunctionrun
()
calculate_imagehash_features.py:163
↓ 1 callersFunctionrun
()
calculate_w2v_wmd_features.py:141
↓ 1 callersMethodrun
()
java-features/src/main/java/ContactDetailExtractor.java:208
↓ 1 callersMethodsaveIds
(File file, Map<String, String[]> adImages)
java-features/src/main/java/ImageFeatures.java:347
↓ 1 callersFunctionsave_to_mongo
(batch)
mongo_put_iteminfo.py:149
↓ 1 callersFunctionscale_features
(scaler, sample)
calculate_imagemagick_features.py:179
↓ 1 callersMethodselect_gen
(self, table_name, columns, include_id=True)
mongo_utils.py:23
↓ 1 callersMethodsiftFeatutes
(Map<String, Object> features, Map<String, MBFImage> images1, Map<String, MBFImage> images2)
java-features/src/main/java/ImageFeatures.java:183
↓ 1 callersMethodtoUrl
(String value)
java-features/src/main/java/ContactDetailExtractor.java:105
↓ 1 callersFunctiontokenization
(batch_size=20000)
prepare_text_features.py:234
↓ 1 callersFunctiontrain_glove
(sentences)
prepare_glove_model.py:57
↓ 1 callersFunctiontrain_w2v
(sentences)
prepare_w2v_model.py:48
↓ 1 callersFunctiontranslate
(s)
prepare_text_features.py:104
↓ 1 callersFunctiontry_process
(id, lat, lon)
prepare_geo_features.py:49
↓ 1 callersFunctiontry_process_output
(output)
prepare_imagemagick_features.py:41
↓ 1 callersFunctionunwrap_dict
(attrs)
prepare_attrs_tfidf.py:45
↓ 1 callersMethoduseZip
()
java-features/src/main/java/Utils.java:62
↓ 1 callersFunctionword_mover_distances
(D)
calculate_glove_features.py:81
↓ 1 callersFunctionzip_code_diff
(zip1, zip2)
calculate_chargram_features.py:52
Method__enter__
(self)
avito_utils.py:102
Method__exit__
(self, type, value, traceback)
avito_utils.py:105
Method__init__
(self, processes=8)
avito_utils.py:67
Method__init__
(self, use_idf=True, k1=2.0, b=0.75)
bm25.py:27
Method__init__
(self, db_name)
mongo_utils.py:12
Functionabs_entropy_diff
(h1, h2)
calculate_imagehash_features.py:57
Functionappend_to_csv
(batch, csv_file)
mongo_put_iteminfo.py:141
Functionapply_func
(args, func)
calculate_fuzzy_features.py:23
Functionapply_func
(args, kwargs, func)
avito_utils.py:57
Functionbatch_features
(i1, i2)
calculate_ssim_features.py:120
Functionbatch_features
(i1, i2)
calculate_whash_features.py:90
Functionbatch_features
(i1, i2)
calculate_imagehash_features.py:131
Functioncalc_image_features
(ids1, ids2)
calculate_imagemagick_features.py:194
Functioncalc_jaccard
(set1, set2, lam=0)
calculate_text_features.py:93
Functioncalc_jaccard
(set1, set2, lam=0)
calculate_attrs_features.py:25
Functionchromaticity_features
(in_dict, out_dict={})
mongo_put_images.py:56
Functionclean_text
(text)
mongo_put_iteminfo.py:110
Functionclean_tokens_list
(tokens_list)
calculate_text_features.py:50
Functioncombine_dict
(cnt1, cnt2)
calculate_chargram_features.py:66
Functioncosine
(c1, c2)
calculate_misspelling_features.py:64
Functioncosine
(c1, c2)
calculate_important_tokens_features.py:39
Functioncosine
(c1, c2)
calculate_chargram_features.py:12
Functioncount_chars_digits
(ctr)
mongo_put_iteminfo.py:64
Functioncount_chars_en
(ctr)
mongo_put_iteminfo.py:61
Functioncount_chars_non_alphanum
(ctr)
mongo_put_iteminfo.py:67
Functioncount_chars_ru
(ctr)
mongo_put_iteminfo.py:58
Functioncounter_keys_no
(ctr)
mongo_put_iteminfo.py:74
Functiondict_combine
(cnt1, cnt2)
calculate_misspelling_features.py:13
Functiondict_combine_abs_diff
(cnt1, cnt2, lam=1)
calculate_misspelling_features.py:37
Functiondict_union
(cnt1, cnt2)
calculate_misspelling_features.py:19
Functiondict_union_norm
(cnt1, cnt2, lam=1)
calculate_misspelling_features.py:28
Methoddisplay
(Map<String, MBFImage> images1, Map<String, MBFImage> images2, String key1, String key2, List<Pair
java-features/src/main/java/Utils.java:73
Functiondot_product
(h1, h2)
calculate_imagehash_features.py:34
Methoddrop_table
(self, table_name)
mongo_utils.py:59
Functioneuclidean
(c1, c2)
calculate_misspelling_features.py:89
Functionextract_autocode_report
(attrs)
prepare_attrs_tfidf.py:35
Functionextract_glove_features
(row)
calculate_glove_features.py:145
Functionextract_text_features
(rec)
prepare_text_features.py:173
Functionextract_w2v_features
(row)
calculate_w2v_features.py:176
Functionextract_w2v_features
(row)
calculate_w2v_wmd_features.py:103
Functionget_chargrams
(item_ids)
avito_utils.py:42
Functionget_first
(s)
calculate_chargram_features.py:38
Functionget_imagemagick_features
(image_ids)
avito_utils.py:45
Functionget_imagemagick_table
()
avito_utils.py:30
Functionget_item_chargrams_table
()
avito_utils.py:27
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