Isaac Godfried
Isaac Godfried
Related to #284
The Gaussian Loss function is not logging the forecast plots at present. It is unclear why this is exactly. Code should be updated for it to log the forecast plots....
We want to add support for the QuantileLoss function. It is currently already in the loss function code. However, at this point it just needs to be added to the...
If interpolate block is not present the behavior should default to false. This should be an easy issue for new people as it only requires adding and if else statement...
Currently all multi-task models do not work with SHAP. It would be good to individually plot SHAP values for each target. I currently do not know if this is even...
It would be good just as stylistic thing to replace private methods with the proper underscore documentation (e.g. convert_data to `__convert_data__`)
Informer model encounters an error when computing DilateLoss. This should be looked at in the future there might be dimension mis-match with other facets as well. There seemed to be...
[Link](https://github.com/AIStream-Peelout/flow-forecast/blob/5672d4540fe73fbc4165bc2c4d3b0131d0e4a169/flood_forecast/evaluator.py#L215) No way of specifying hours or minutes in datetime start at present. This should be fixed to support both.
We would like to replicate experiments of models and get their original paper results. Once we do this we could add a green verification check mark next to the model....
There is a new warning about using torch.range with respect to the Dilateloss