├── .flake8 ├── .github └── workflows │ ├── cron.yml │ ├── optional-deps-check.yml │ ├── python-style.yml │ ├── pythonpackage.yml │ └── smoke-tests.yml ├── .gitignore ├── .pre-commit-config.yaml ├── LICENSE ├── Makefile ├── data └── namelists │ ├── arabic │ ├── moroccan_names.txt │ ├── names.txt │ └── readme.md │ ├── belgium │ ├── README.md │ └── names.txt │ ├── german │ ├── names.txt │ └── readme.md │ ├── indian │ ├── names.txt │ └── readme.md │ ├── italy │ ├── README.md │ └── names.txt │ ├── polish │ ├── names.txt │ └── readme.md │ ├── turkish │ ├── README.md │ └── name_list.txt │ └── usa │ ├── names.txt │ └── readme.md ├── docs ├── benchmarking.md ├── contributing.md ├── docs │ ├── classifier │ │ ├── logistic-regression.md │ │ └── naive-bayes.md │ ├── extractors │ │ ├── dateparser.md │ │ └── flashtext.md │ ├── featurizer │ │ ├── bytepair.md │ │ ├── fasttext.md │ │ ├── gensim.md │ │ ├── hashing.md │ │ └── tfidf.md │ └── tokenizer │ │ ├── spacy-tokenizer.md │ │ └── thai-tokenizer.md ├── images │ ├── classifier.png │ ├── cog.png │ ├── dense_features.png │ ├── entity.png │ ├── fallback.png │ └── tokenisation.png ├── index.md └── square-logo.svg ├── icon.png ├── mkdocs.yml ├── models └── .gitkeep ├── pytest.ini ├── rasa_nlu_examples ├── __init__.py ├── classifiers │ ├── __init__.py │ ├── logistic_regression_intent_classifier.py │ └── sparse_naive_bayes_intent_classifier.py ├── common.py ├── extractors │ ├── __init__.py │ ├── dateparser_extractor.py │ └── flashtext_entity_extractor.py ├── featurizers │ ├── __init__.py │ ├── dense │ │ ├── __init__.py │ │ ├── bpemb_featurizer.py │ │ ├── fasttext_featurizer.py │ │ └── gensim_featurizer.py │ └── sparse │ │ ├── __init__.py │ │ ├── hashing_featurizer.py │ │ ├── semantic_map_featurizer.py │ │ └── tfidf_featurizer.py ├── scikit │ ├── __init__.py │ ├── classifier.py │ └── common.py └── tokenizers │ ├── __init__.py │ ├── blankspacy.py │ └── thai_tokenizer.py ├── readme.md ├── scripts ├── dateparse-demo.py └── smoketests.py ├── setup.py ├── square-logo.svg └── tests ├── __init__.py ├── configs ├── bytepair-config.yml ├── dateparser-config.yml ├── fasttext-config.yml ├── flashtext-config.yml ├── gensim-config.yml ├── hashing-config.yml ├── logistic-regression-intent-classifier-config.yml ├── semantic_map-config.yml ├── spacy-tok.yml ├── sparse-naive-bayes-intent-classifier-config.yml ├── tfidf-config.yml └── thai-tokenizer-config.yml ├── data ├── bytepair │ └── en │ │ ├── en.wiki.bpe.vs1000.d25.w2v.bin │ │ └── en.wiki.bpe.vs1000.model ├── fasttext │ ├── fasttext-dummy-data.txt │ └── lid.176.ftz ├── flashtext │ ├── cities.txt │ └── people.txt ├── gensim │ └── custom_gensim_vectors.kv ├── nlu │ ├── en │ │ ├── nlu.yml │ │ ├── nlu_w_lookups.yml │ │ └── stories.md │ └── th │ │ ├── nlu-th.yml │ │ └── readme.md ├── semantic_map │ └── dummy_semantic_map.json └── stopwords │ └── stopwords.txt ├── scripts └── prepare_fasttext.py ├── test_classifiers ├── __init__.py ├── test_logistic_regression_classifier.py └── 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