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