This is a detailed tutorial for the Medium article Temporal Fusion Transformer: Time Series Forecasting with Deep Learning — Complete Tutorial
You can also read an in-depth paper explanation about the model here
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Lim et al. Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting