traveltimes_prediction.data_processing.data_entities package¶
Submodules¶
traveltimes_prediction.data_processing.data_entities.bck_tt module¶
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class
traveltimes_prediction.data_processing.data_entities.bck_tt.
BCK_TT
(*args, **kwargs)[source]¶ Bases:
traveltimes_prediction.data_processing.data_entities.data_entity.DataEntity
Class providing interface for retrieval of BCK data and generation of features from those.
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get_data
(*args, **kwargs)¶
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traveltimes_prediction.data_processing.data_entities.data_entity module¶
traveltimes_prediction.data_processing.data_entities.det1 module¶
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class
traveltimes_prediction.data_processing.data_entities.det1.
DET1
(*args, **kwargs)[source]¶ Bases:
traveltimes_prediction.data_processing.data_entities.data_entity.DataEntity
Class providing interface to DET1 data - access to DB & engineering of features.
traveltimes_prediction.data_processing.data_entities.det2 module¶
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class
traveltimes_prediction.data_processing.data_entities.det2.
DET2
(*args, **kwargs)[source]¶ Bases:
traveltimes_prediction.data_processing.data_entities.data_entity.DataEntity
Class providing interface to DET2 data - access to DB & engineering of features.
traveltimes_prediction.data_processing.data_entities.ref_tt module¶
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class
traveltimes_prediction.data_processing.data_entities.ref_tt.
REF_TT
(*args, **kwargs)[source]¶ Bases:
traveltimes_prediction.data_processing.data_entities.data_entity.DataEntity
Class providing access to DB and feature generation from referential data - ground truth.
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get_data
(*args, **kwargs)¶
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traveltimes_prediction.data_processing.data_entities.time module¶
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class
traveltimes_prediction.data_processing.data_entities.time.
TIME
(*args, **kwargs)[source]¶ Bases:
traveltimes_prediction.data_processing.data_entities.data_entity.DataEntity
Class providing generation of time-specific features. DB retrieval is not provided, because features are generated from sensors` features data.
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engineer_features
()[source]¶ Method for global engineering of features (sensors` data, time features, etc )
Returns: pd.DataFrame - DataFrame of features
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get_data
(*args, **kwargs)¶
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