Available Model Blocks
======================

==============================================  ================================  ==================================================  ====================
Model Block Name                                Paper Reference                   Code Reference                                      Matches Reference?
==============================================  ================================  ==================================================  ====================
Spatio-Temporal LSTM Cell (Action-Conditional)  https://arxiv.org/abs/2103.09504  https://github.com/thuml/predrnn-pytorch            Yes
Autoencoder
ConvLSTM (Shi et al.)                           https://arxiv.org/abs/1506.04214  https://github.com/Hzzone/Precipitation-Nowcasting  Yes
ConvLSTM (Palazzi, Abati)                                                         https://github.com/ndrplz/ConvLSTM_pytorch          Yes (Code Reference)
DCGAN - Conv                                    arxiv.org/abs/1511.06434
DCGAN - ConvTranspose                           arxiv.org/abs/1511.06434
DCGAN Decoder                                   arxiv.org/abs/1511.06434
DCGAN Encoder                                   arxiv.org/abs/1511.06434
Decoder
DoubleConv2d                                    arxiv.org/abs/1505.04597
DoubleConv3d
Encoder
PhyCell                                         https://arxiv.org/abs/2003.01460  https://github.com/vincent-leguen/PhyDNet           Not Yet
PhyCell - Cell                                  https://arxiv.org/abs/2003.01460  https://github.com/vincent-leguen/PhyDNet           Not Yet
Spatio-Temporal LSTM Cell                       https://arxiv.org/abs/2103.09504  https://github.com/thuml/predrnn-pytorch            Yes
TrajGRU                                         https://arxiv.org/abs/1706.03458  https://github.com/Hzzone/Precipitation-Nowcasting  Yes
==============================================  ================================  ==================================================  ====================