0.2.0 (2024-11-12)

• Skip validation batches with no timesteps
• Log parameters values before start of a run
• Add a sigmoid layer to restrict model outputs to (0, 1)

0.1.3 (2024-11-11)

• Fix checkpoint naming
• Mask missing values in target
• Clip validation outputs to (0, 1)
• Switch to MAE loss

0.1.2 (2024-11-07)

• Fix epoch numbering
• Fix best model save logic
• Centralise multistage prediction
• Add validation plots vs. time as well as channel

0.1.1 (2024-11-06)

• Add cloudcasting model validation
• Better validation outputs

0.1.0 (2024-11-05)

Initial release based on https://github.com/seominseok0429/Implicit-Stacked-Autoregressive-Model-for-Video-Prediction.

• hyper parameters:
  • number of epochs
  • number of spatial convolutions
  • number of temporal convolutions
  • number of hidden spatial layers
  • number of hidden temporal layers
  • number of forecast steps (for training)
  • number of history steps