rapid-intent-builder
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Rapid intent builder for quick prototyping/development of complex intent/s
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{
"training_data": "training_data.json",
"rasa_nlu_version": "0.14.3",
"language": "en",
"pipeline": [
{
"name": "tokenizer_whitespace",
"class": "rasa_nlu.tokenizers.whitespace_tokenizer.WhitespaceTokenizer"
},
{
"L2_c": 0.1,
"name": "ner_crf",
"BILOU_flag": true,
"class": "rasa_nlu.extractors.crf_entity_extractor.CRFEntityExtractor",
"max_iterations": 50,
"features": [
[
"low",
"title",
"upper"
],
[
"bias",
"low",
"prefix5",
"prefix2",
"suffix5",
"suffix3",
"suffix2",
"upper",
"title",
"digit",
"pattern"
],
[
"low",
"title",
"upper"
]
],
"classifier_file": "crf_model.pkl",
"L1_c": 0.1
},
{
"synonyms_file": null,
"name": "ner_synonyms",
"class": "rasa_nlu.extractors.entity_synonyms.EntitySynonymMapper"
},
{
"max_features": null,
"max_ngram": 1,
"min_df": 1,
"featurizer_file": "intent_featurizer_count_vectors.pkl",
"OOV_words": [],
"strip_accents": null,
"min_ngram": 1,
"name": "intent_featurizer_count_vectors",
"stop_words": null,
"analyzer": "word",
"OOV_token": null,
"lowercase": true,
"token_pattern": "(?u)\\b\\w\\w+\\b",
"max_df": 1.0,
"class": "rasa_nlu.featurizers.count_vectors_featurizer.CountVectorsFeaturizer"
},
{
"C2": 0.002,
"num_neg": 20,
"batch_size": [
64,
256
],
"use_max_sim_neg": true,
"hidden_layers_sizes_a": [
256,
128
],
"random_seed": null,
"epochs": 300,
"hidden_layers_sizes_b": [],
"evaluate_every_num_epochs": 10,
"C_emb": 0.8,
"intent_tokenization_flag": false,
"similarity_type": "cosine",
"name": "intent_classifier_tensorflow_embedding",
"mu_neg": -0.4,
"intent_split_symbol": "_",
"class": "rasa_nlu.classifiers.embedding_intent_classifier.EmbeddingIntentClassifier",
"embed_dim": 20,
"classifier_file": "intent_classifier_tensorflow_embedding.ckpt",
"droprate": 0.2,
"evaluate_on_num_examples": 1000,
"mu_pos": 0.8
}
],
"trained_at": "20190418-203629"
}