├── .circleci └── config.yml ├── .github ├── ISSUE_TEMPLATE.md ├── ISSUE_TEMPLATE │ ├── BUG_REPORT.md │ ├── FEATURE_REQUEST.md │ ├── GENERIC_ISSUE.md │ └── SUPPORT_QUESTION.md └── PULL_REQUEST_TEMPLATE.md ├── .gitignore ├── .gitmodules ├── LICENSE ├── README.md ├── cntk-language-understanding ├── Dockerfile ├── README.md ├── buildproto.sh ├── config │ ├── snetd.mainnet.json │ └── snetd.ropsten ├── models.json ├── requirements.txt ├── run_service.py ├── service │ ├── __init__.py │ ├── common.py │ ├── language_understanding.py │ ├── language_understanding_service.py │ └── service_spec │ │ └── language_understanding.proto └── test_service.py ├── docs ├── assets │ ├── singnet-logo.jpg │ └── users_guide │ │ └── placeholder.txt ├── css │ ├── bootstrap.min.css │ ├── pricing.css │ └── style.css ├── index.html ├── js │ ├── bootstrap.min.js │ ├── holder.min.js │ ├── jquery-slim.min.js │ ├── popper.min.js │ └── showdown.min.js └── users_guide │ ├── cntk-language-understanding.html │ ├── cntk-language-understanding.md │ ├── named-entity-recognition.html │ ├── named-entity-recognition.md │ ├── opennmt-romance-translator.html │ ├── opennmt-romance-translator.md │ ├── sentiment-analysis.html │ └── sentiment-analysis.md ├── fetch_models.py ├── named-entity-recognition ├── Dockerfile ├── README.md ├── buildproto.sh ├── config │ ├── snetd.mainnet.json │ └── snetd.ropsten ├── log │ └── log_config.py ├── models.json ├── requirements.txt ├── run_service.py ├── services │ ├── __init__.py │ ├── common.py │ ├── modules │ │ ├── __init__.py │ │ └── entity_recognizer_mod.py │ ├── named_entity_recognition.py │ └── service_spec │ │ └── named_entity_recognition_rpc.proto └── tests │ ├── compile_proto.py │ ├── log │ └── .gitkeep │ ├── path_setup.py │ ├── run_test_service.py │ ├── run_unit_test.py │ └── test_data │ └── test_sentences.py ├── opennmt-romance-translator ├── Dockerfile ├── README.md ├── buildproto.sh ├── config │ ├── snetd.mainnet.json │ └── snetd.ropsten ├── models.json ├── requirements.txt ├── run_service.py ├── service │ ├── __init__.py │ ├── common.py │ ├── romance_translator.py │ ├── romance_translator_service.py │ └── service_spec │ │ └── romance_translator.proto ├── test_service.py └── utils │ ├── prepare_data.sh │ └── translator.sh ├── sentiment-analysis ├── Dockerfile ├── README.md ├── buildproto.sh ├── config │ ├── snetd.mainnet.json │ └── snetd.ropsten ├── log │ ├── __init__.py │ └── log_config.py ├── models.json ├── models │ ├── BernoulliNB_classifier5k.pickle │ ├── LinearSVC_classifier5k.pickle │ ├── LogisticRegression_classifier5k.pickle │ ├── MNB_classifier5k.pickle │ ├── NaiveBayes_classifier5k.pickle │ ├── NuSVC_classifier5k.pickle │ ├── SGDC_classifier5k.pickle │ ├── documents.pickle │ ├── originalnaivebayes5k.pickle │ └── word_features5k.pickle ├── requirements.txt ├── run_service.py ├── services │ ├── __init__.py │ ├── common.py │ ├── modules │ │ ├── __init__.py │ │ ├── analyze_mod.py │ │ └── train_mod.py │ ├── sentiment_analysis.py │ └── service_spec │ │ └── sentiment_analysis_rpc.proto └── tests │ ├── compile_proto.py │ ├── log │ └── .gitkeep │ ├── path_setup.py │ ├── run_test_service.py │ ├── run_unit_test.py │ └── test_data │ ├── data.py │ ├── test_sentences.py │ └── twitter_response_sample.json ├── text-summarization ├── .dockerignore ├── .gitignore ├── Dockerfile ├── README.md ├── buildproto.sh ├── config │ ├── snetd.mainnet.json │ └── snetd.ropsten ├── example_article.txt ├── models.json ├── requirements.txt ├── run_service.py ├── services │ ├── __init__.py │ ├── onmt_utils.py │ ├── service_spec │ │ └── summary.proto │ └── summary_server.py └── test_service.py └── translation ├── .dockerignore ├── .gitignore ├── Dockerfile ├── README.md ├── buildproto.sh ├── config ├── snetd.mainnet.json └── snetd.ropsten ├── example_de_article.txt ├── models.json ├── requirements.txt ├── run_service.py ├── services ├── __init__.py ├── service_spec │ └── translate.proto ├── snet.py └── translate_server.py └── test_service.py 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