ynlu.sdk package

Subpackages

• ynlu.sdk.evaluation package
  • Subpackages
    • ynlu.sdk.evaluation.plot package
      • Subpackages
        • ynlu.sdk.evaluation.plot.test package
          • Submodules
          • ynlu.sdk.evaluation.plot.test.test_confusion_matrix_plot module
          • ynlu.sdk.evaluation.plot.test.test_line_plot module
          • Module contents
      • Submodules
      • ynlu.sdk.evaluation.plot.confusion_matrix_plot module
      • ynlu.sdk.evaluation.plot.line_plot module
      • ynlu.sdk.evaluation.plot.utils module
      • Module contents
    • ynlu.sdk.evaluation.tests package
      • Submodules
      • ynlu.sdk.evaluation.tests.test_entity_confusion_matrix module
      • ynlu.sdk.evaluation.tests.test_entity_overlapping_ratio module
      • ynlu.sdk.evaluation.tests.test_intent_accuracy_score_with_threshold module
      • ynlu.sdk.evaluation.tests.test_intent_precision_score_with_threshold module
      • ynlu.sdk.evaluation.tests.test_intent_recall_score_with_threshold module
      • ynlu.sdk.evaluation.tests.test_intent_topk_accuracy_score module
      • ynlu.sdk.evaluation.tests.test_intent_topk_precision_score module
      • ynlu.sdk.evaluation.tests.test_intent_topk_recall_score module
      • ynlu.sdk.evaluation.tests.test_utils module
      • Module contents
  • Submodules
  • ynlu.sdk.evaluation.entity_confusion_matrix module
  • ynlu.sdk.evaluation.entity_overlapping_score module
  • ynlu.sdk.evaluation.exceptions module
  • ynlu.sdk.evaluation.intent_accuracy_score_with_threshold module
  • ynlu.sdk.evaluation.intent_precision_recall module
  • ynlu.sdk.evaluation.intent_precision_score_with_threshold module
  • ynlu.sdk.evaluation.intent_recall_score_with_threshold module
  • ynlu.sdk.evaluation.intent_topk_accuracy_score module
  • ynlu.sdk.evaluation.intent_topk_precision_score module
  • ynlu.sdk.evaluation.intent_topk_recall_score module
  • ynlu.sdk.evaluation.utils module
  • Module contents
• ynlu.sdk.test package
  • Submodules
  • ynlu.sdk.test.test_client module
  • ynlu.sdk.test.test_model module
  • Module contents

Submodules

ynlu.sdk.client module

class ynlu.sdk.client.NLUClient(token: str, expected_retries: int = 1, url: str = 'https://ynlu.yoctol.com/graphql')

Bases: object

Client which could contain multiple intent clfs NOTE: Only support predicting for now

URL = 'https://ynlu.yoctol.com/graphql'

build_client(retries: int)

check_clf_id(classifier_id: str) → None

check_clf_name(classifier_name: str) → None

fetch_all_available_clf_ids_and_names() → List[str]

get_all_available_clf_ids() → List[str]

get_all_available_clf_names() → List[str]

get_model_by_id(classifier_id: str) → ynlu.sdk.model.Model

get_model_by_name(classifier_name: str) → ynlu.sdk.model.Model

ynlu.sdk.exceptions module

exception ynlu.sdk.exceptions.BaseYNLUSDKException

Bases: ynlu.exceptions.BaseYNLUException

ynlu.sdk.model module

class ynlu.sdk.model.Model(classifier_id: str, client: gql.client.Client)

Bases: object

batch_predict(utterances: List[str]) → Tuple[List[List[Dict]], List[List[Dict]]]

model_id

predict(utterance: str, exactly: bool = True) → Tuple[List[Dict], List[Dict]]

train()

Module contents