├── .gitignore ├── .idea ├── inspectionProfiles │ └── Project_Default.xml ├── misc.xml ├── modules.xml ├── quora_kaggle.iml ├── vcs.xml └── workspace.xml ├── BuildDatabase.ipynb ├── FeatureSelection.ipynb ├── GenerateTreeFeatures.ipynb ├── NLP_TEST.ipynb ├── PPDB ├── .DS_Store ├── build_ppdb.py └── ppdb_xl_paraphrases.json ├── SentenceEntropy.ipynb ├── TreeBuild.ipynb ├── TreeBuild.py ├── TreeKernel.ipynb ├── TreeKernel.py ├── WordNet ├── build_wn.py ├── wn_synonyms_a.json ├── wn_synonyms_n.json └── wn_synonyms_v.json ├── __pycache__ ├── SentenceEntropy.cpython-35.pyc ├── TreeBuild.cpython-35.pyc ├── TreeKernel.cpython-35.pyc ├── dependency_parse.cpython-35.pyc ├── features.cpython-35.pyc ├── libraryWAN.cpython-35.pyc └── semantic_similarity.cpython-35.pyc ├── awsManageScripts ├── GENERATE_TREEKERNEL.py ├── STORE_DATA.ipynb ├── STORE_DATA_TESTSET.py └── STORE_DATA_TRAINSET.py ├── dependency_parse.py ├── dependency_parse.pyc ├── deprecated ├── functionWords.ipynb ├── libraryWAN.ipynb └── libraryWAN.py ├── eq.json ├── features.py ├── features.pyc ├── generate_semantic_features.py ├── input └── .DS_Store ├── models ├── main_model.ipynb ├── model_v0.0.ipynb ├── model_v1.0.ipynb ├── model_v2.0.ipynb ├── model_v3.0.ipynb └── model_v4.0_XGBoost.ipynb ├── report └── FINAL_REPORT.docx ├── semantic_similarity.py ├── semantic_similarity.pyc ├── ss_test.py └── word2vec.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/.gitignore -------------------------------------------------------------------------------- /.idea/inspectionProfiles/Project_Default.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/.idea/inspectionProfiles/Project_Default.xml -------------------------------------------------------------------------------- /.idea/misc.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/.idea/misc.xml -------------------------------------------------------------------------------- /.idea/modules.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/.idea/modules.xml -------------------------------------------------------------------------------- /.idea/quora_kaggle.iml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/.idea/quora_kaggle.iml -------------------------------------------------------------------------------- /.idea/vcs.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/.idea/vcs.xml -------------------------------------------------------------------------------- /.idea/workspace.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/.idea/workspace.xml -------------------------------------------------------------------------------- /BuildDatabase.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/BuildDatabase.ipynb -------------------------------------------------------------------------------- /FeatureSelection.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/FeatureSelection.ipynb -------------------------------------------------------------------------------- /GenerateTreeFeatures.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/GenerateTreeFeatures.ipynb -------------------------------------------------------------------------------- /NLP_TEST.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/NLP_TEST.ipynb -------------------------------------------------------------------------------- /PPDB/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/PPDB/.DS_Store -------------------------------------------------------------------------------- /PPDB/build_ppdb.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/PPDB/build_ppdb.py -------------------------------------------------------------------------------- /PPDB/ppdb_xl_paraphrases.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/PPDB/ppdb_xl_paraphrases.json -------------------------------------------------------------------------------- /SentenceEntropy.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/SentenceEntropy.ipynb -------------------------------------------------------------------------------- /TreeBuild.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/TreeBuild.ipynb -------------------------------------------------------------------------------- /TreeBuild.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/TreeBuild.py -------------------------------------------------------------------------------- /TreeKernel.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/TreeKernel.ipynb -------------------------------------------------------------------------------- /TreeKernel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/TreeKernel.py -------------------------------------------------------------------------------- /WordNet/build_wn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/WordNet/build_wn.py -------------------------------------------------------------------------------- /WordNet/wn_synonyms_a.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/WordNet/wn_synonyms_a.json -------------------------------------------------------------------------------- /WordNet/wn_synonyms_n.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/WordNet/wn_synonyms_n.json -------------------------------------------------------------------------------- /WordNet/wn_synonyms_v.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/WordNet/wn_synonyms_v.json -------------------------------------------------------------------------------- /__pycache__/SentenceEntropy.cpython-35.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/__pycache__/SentenceEntropy.cpython-35.pyc -------------------------------------------------------------------------------- /__pycache__/TreeBuild.cpython-35.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/__pycache__/TreeBuild.cpython-35.pyc -------------------------------------------------------------------------------- /__pycache__/TreeKernel.cpython-35.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/__pycache__/TreeKernel.cpython-35.pyc -------------------------------------------------------------------------------- /__pycache__/dependency_parse.cpython-35.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/__pycache__/dependency_parse.cpython-35.pyc -------------------------------------------------------------------------------- /__pycache__/features.cpython-35.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/__pycache__/features.cpython-35.pyc -------------------------------------------------------------------------------- /__pycache__/libraryWAN.cpython-35.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/__pycache__/libraryWAN.cpython-35.pyc -------------------------------------------------------------------------------- /__pycache__/semantic_similarity.cpython-35.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/__pycache__/semantic_similarity.cpython-35.pyc -------------------------------------------------------------------------------- /awsManageScripts/GENERATE_TREEKERNEL.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/awsManageScripts/GENERATE_TREEKERNEL.py -------------------------------------------------------------------------------- /awsManageScripts/STORE_DATA.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/awsManageScripts/STORE_DATA.ipynb -------------------------------------------------------------------------------- /awsManageScripts/STORE_DATA_TESTSET.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/awsManageScripts/STORE_DATA_TESTSET.py -------------------------------------------------------------------------------- /awsManageScripts/STORE_DATA_TRAINSET.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/awsManageScripts/STORE_DATA_TRAINSET.py -------------------------------------------------------------------------------- /dependency_parse.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/dependency_parse.py -------------------------------------------------------------------------------- /dependency_parse.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/dependency_parse.pyc -------------------------------------------------------------------------------- /deprecated/functionWords.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/deprecated/functionWords.ipynb -------------------------------------------------------------------------------- /deprecated/libraryWAN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/deprecated/libraryWAN.ipynb -------------------------------------------------------------------------------- /deprecated/libraryWAN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/deprecated/libraryWAN.py -------------------------------------------------------------------------------- /eq.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/eq.json -------------------------------------------------------------------------------- /features.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/features.py -------------------------------------------------------------------------------- /features.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/features.pyc -------------------------------------------------------------------------------- /generate_semantic_features.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/generate_semantic_features.py -------------------------------------------------------------------------------- /input/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/input/.DS_Store -------------------------------------------------------------------------------- /models/main_model.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/models/main_model.ipynb -------------------------------------------------------------------------------- /models/model_v0.0.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/models/model_v0.0.ipynb -------------------------------------------------------------------------------- /models/model_v1.0.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/models/model_v1.0.ipynb -------------------------------------------------------------------------------- /models/model_v2.0.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/models/model_v2.0.ipynb -------------------------------------------------------------------------------- /models/model_v3.0.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/models/model_v3.0.ipynb -------------------------------------------------------------------------------- /models/model_v4.0_XGBoost.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/models/model_v4.0_XGBoost.ipynb -------------------------------------------------------------------------------- /report/FINAL_REPORT.docx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/report/FINAL_REPORT.docx -------------------------------------------------------------------------------- /semantic_similarity.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/semantic_similarity.py -------------------------------------------------------------------------------- /semantic_similarity.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/semantic_similarity.pyc -------------------------------------------------------------------------------- /ss_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/ss_test.py -------------------------------------------------------------------------------- /word2vec.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/goodmattg/quora_kaggle/HEAD/word2vec.py --------------------------------------------------------------------------------