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philipperemy/keras-tcn

A Keras layer implementation of Temporal Convolutional Networks for sequence modeling tasks.

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The library provides a ready-to-use Temporal Convolutional Network layer compatible with Keras and TensorFlow. It implements dilated causal convolutions inspired by WaveNet, enabling effective long-range dependency modeling in sequences. The layer supports configurable filters, kernel sizes, dilations, skip connections, dropout, and normalization options, positioning it as a drop-in deep learning component for time series and sequence tasks.

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