language: "en" pipeline: - name: "SpacyNLP" model: "en_core_web_lg" # - name: "spacy_tokenizer_lemma.SpacyTokenizer" - name: "SpacyTokenizer" - name: "NGramFeaturizer" - name: "RegexFeaturizer" - name: "DucklingHTTPExtractor" url: "http://localhost:4000" - name: "CRFEntityExtractor" features: [ ["bias", "low", "prefix5", "prefix2", "suffix5", "suffix3", "suffix2", "upper", "title", "digit", "pattern"], ] max_iterations: 50 L1_c: 0.1 L2_c: 0.1 - name: "EntitySynonymMapper" - name: "CountVectorsFeaturizer" max_ngram: 2 - name: "EmbeddingIntentClassifier" epochs: 300 C2: 0.008 C_emb: 0.3 droprate: 0.5 policies: - name: KerasPolicy epochs: 300 batch_size: 200 max_training_samples: 200 max_history: 3 - name: MemoizationPolicy max_history: 5 - name: MappingPolicy - name: FormPolicy - name: FallbackPolicy fallback_action_name: 'action_default_fallback'