├── .gitignore ├── .readthedocs.yml ├── LICENSE.txt ├── README.rst ├── docs ├── _static │ └── logo.png ├── conf.py ├── index.rst ├── refs.bib ├── requirements.txt └── source │ ├── feature_space_twitter_data.png │ ├── kgextension.rst │ ├── modules.rst │ ├── sklearn.rst │ ├── tech_caching.rst │ ├── tech_prefix_lookup.rst │ ├── tech_query_limiting.rst │ ├── usage_endpoints.rst │ ├── usage_feature_selection.rst │ ├── usage_generators.rst │ ├── usage_link_exploration.rst │ ├── usage_linking.rst │ └── usage_matching_fusion.rst ├── examples ├── book_genre_prediction.ipynb └── data │ └── book_genre_prediction.csv ├── kgextension ├── __init__.py ├── caching_helper.py ├── endpoints.py ├── feature_selection.py ├── feature_selection_helper.py ├── feature_selection_sklearn.py ├── fusion.py ├── fusion_helper.py ├── generator.py ├── generator_helper.py ├── generator_sklearn.py ├── link_exploration.py ├── link_exploration_sklearn.py ├── linking.py ├── linking_helper.py ├── linking_sklearn.py ├── schema_matching.py ├── schema_matching_fusion_sklearn.py ├── schema_matching_helper.py ├── sparql_helper.py ├── sparql_helper_helper.py ├── uri_helper.py ├── utilities.py ├── utilities_helper.py └── utilities_sklearn.py ├── requirements.txt ├── setup.py └── test ├── __init__.py ├── data ├── feature_selection │ ├── hierarchy_based_test1_expected.csv │ ├── hierarchy_based_test2_expected.csv │ ├── hierarchy_based_test3_expected.csv │ ├── hierarchy_based_test4_expected.csv │ ├── hierarchy_based_test5_expected.csv │ ├── hierarchy_based_test6_expected.csv │ ├── hierarchy_based_test7_expected.csv │ ├── hierarchy_based_test8_expected.csv │ ├── hierarchy_based_test9_expected.csv │ ├── hill_climbing_test1_expected.csv │ ├── hill_climbing_test1_input.csv │ ├── hill_climbing_test2_expected.csv │ ├── hill_climbing_test3_expected.csv │ ├── hill_climbing_test3_input.csv │ ├── hill_climbing_test4_expected.csv │ ├── tree_based_test1_expected.csv │ ├── tree_based_test2_expected.csv │ └── tree_based_test_input.csv ├── fusion │ ├── fused_expected_test1.csv │ ├── fused_expected_test2.csv │ ├── fused_expected_test3.csv │ ├── fused_expected_test4.csv │ ├── input_df_test1.csv │ ├── input_df_test2.csv │ ├── input_df_test3.csv │ └── input_matches_test1.csv ├── generator │ ├── qr_1_expected.csv │ ├── qr_2_expected.csv │ ├── qr_3_expected.csv │ ├── qr_4_expected.csv │ ├── qr_5_expected.csv │ ├── qr_6_expected.csv │ ├── srg_1_expected.csv │ ├── srg_2_expected.csv │ ├── srg_7_expected.csv │ ├── srg_8_expected.csv │ ├── unqr_1_expected.csv │ ├── unqr_2_expected.csv │ ├── unqr_4_expected.csv │ ├── unqr_6_expected.csv │ └── unqr_7_expected.csv ├── link_exploration │ ├── link_exploration_test1_expected.csv │ ├── link_exploration_test2_expected.csv │ ├── link_exploration_test3_expected.csv │ ├── link_exploration_test4_expected.csv │ ├── link_exploration_test5_expected.csv │ ├── link_exploration_test6_expected.csv │ ├── link_exploration_test7_expected.csv │ └── link_exploration_test_input.csv ├── linking │ └── 5hits_expected.csv ├── schema_matching │ ├── default_matches_cities_boolean_expected.csv │ ├── default_matches_cities_boolean_input.csv │ ├── default_matches_cities_expected.csv │ ├── default_matches_cities_input.csv │ ├── no_matches_cities_boolean_expected.csv │ ├── no_matches_cities_boolean_input.csv │ ├── no_matches_cities_expected.csv │ ├── no_matches_cities_input.csv │ ├── pair_equality_test2_bigset.csv │ ├── string_matching_input_t1t2.csv │ ├── string_matching_input_t3.csv │ ├── string_matching_output_t1.csv │ ├── string_matching_output_t2.csv │ ├── string_matching_output_t3.csv │ ├── value_matches_cities_boolean_expected.csv │ ├── value_matches_cities_numeric_expected.csv │ └── value_matches_cities_numeric_input.csv ├── schema_matching_helper │ └── common_prefixes.csv ├── scikit_learn │ ├── OneFunction_1_expected.csv │ ├── OneFunction_2_expected.csv │ ├── OneFunction_3_expected.csv │ ├── OneFunction_4_expected.csv │ ├── OneFunction_5_expected.csv │ ├── ThreeFunctions_1_expected.csv │ ├── ThreeFunctions_2_expected.csv │ ├── ThreeFunctions_3_expected.csv │ ├── ThreeFunctions_4_expected.csv │ ├── TwoFunctions_1_expected.csv │ ├── TwoFunctions_2_expected.csv │ ├── TwoFunctions_3_expected.csv │ ├── TwoFunctions_4_expected.csv │ ├── TwoFunctions_5_expected.csv │ ├── TwoFunctions_6_expected.csv │ ├── TwoFunctions_7_expected.csv │ └── cities.csv └── sparql_helper │ ├── Q42.n3 │ ├── file.random │ ├── mondial-europe.rdf │ ├── nobelprize_dump.nt │ ├── prefixes_test7.json │ └── sparqlplayground.ttl ├── test_caching_helper.py ├── test_feature_selection.py ├── test_fusion.py ├── test_fusion_helper.py ├── test_generator.py ├── test_generator_helper.py ├── test_link_exploration.py ├── test_linking.py ├── test_schema_matching.py ├── test_schema_matching_helper.py ├── test_sklearn.py ├── test_sparql_helper.py ├── test_uri_helper.py ├── test_utilities.py └── test_utilities_helper.py /.gitignore: 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