pytorch implemention of trajGRU.
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Updated
Jun 22, 2019 - Python
pytorch implemention of trajGRU.
PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"
A list of Precipitation Nowcasting papers and related resources.
The repository for paper AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks.
An implementation of Deep Generative Model of Radars from DeepMind in PyTorch
This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in the following paper: PFST-LSTM: a SpatioTemporal LSTM Model with Pseudo-flow Prediction for Precipitation Nowcasting
Source code for the manuscript "DEUCE v1.0: A neural network for probabilistic precipitation nowcasting with aleatoric and epistemic uncertainties" by Harnist et al. (2024)
The M.Sc. Thesis of Bent Harnist (2022) at Aalto University, "Probabilistic Precipitation Nowcasting Using Bayesian Convolutional Neural Networks"
A ConvLSTM3D model for nowcasting of precipitation using C-Band DWR TERLS.
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