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Temporal Convolutional Network
intermediatesupervised · self_supervised
parametricclassificationregressionforecastingrepresentationtime_seriessequencesaudio
Mechanisms
causal convolutiondilationbackpropagation
Properties
nonlinearrepresentation learning
Constraints
requires large datarequires scalingsensitive to tuning
Practical profile
- Explainability
- low
- Training cost
- high
- Inference cost
- medium
- Data appetite
- high
