pumpp.task.VectorTransformer¶
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class
pumpp.task.
VectorTransformer
(name, namespace, dimension, dtype=<Mock name='mock.float32' id='139933779530304'>)[source]¶ Vector regression transformer.
Attributes: - name : str
The name of this transformer
- namespace : str
The target namespace of this transformer
- dimension : int > 0
The dimension of the vector data
- dtype : np.dtype
The desired data type of the output
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__init__
(name, namespace, dimension, dtype=<Mock name='mock.float32' id='139933779530304'>)[source]¶ Initialize self. See help(type(self)) for accurate signature.
Methods
__init__
(name, namespace, dimension[, dtype])Initialize self. decode_events
(encoded[, transition, …])Decode labeled events into (time, value) pairs decode_intervals
(encoded[, duration, multi, …])Decode labeled intervals into (start, end, value) triples empty
(duration)Empty vector annotations. encode_events
(duration, events, values[, dtype])Encode labeled events as a time-series matrix. encode_intervals
(duration, intervals, values)Encode labeled intervals as a time-series matrix. inverse
(vector[, duration])Inverse vector transformer merge
(data)Merge an array of output dictionaries into a single dictionary with properly scoped names. pop
(field)register
(field, shape, dtype)Register a field as a tensor with specified shape and type. scope
(key)Apply the name scope to a key transform
(jam[, query])Transform jam object to make data for this task transform_annotation
(ann, duration)Apply the vector transformation.