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by isoprophlex 1814 days ago
Temporal Fusion Transformers look very cool: accepts timeseries vectors but also categoricals and numerical features, outputs distribution using quintile regression.

https://arxiv.org/pdf/1912.09363v2.pdf

Available as pytorch implementation:

https://pytorch-forecasting.readthedocs.io/en/latest/index.h...