isaacmg

Improve Wandb plots date and time

1

In the Weights and Biases plots it would be good to add the start date as well as time if applicable.

Fix sequence size and compute_validation_tests

3

The goal of this PR is to do the following - [x] Correct a bug where forecast_length was not being passed to `simple_dec - [ ] Fix bugs related to...

Double check test_loss

1

Test loss seems suspiciously low in a number of recent experiments.

[Paper Link](https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=&cad=rja&uact=8&ved=2ahUKEwio9MOMqbDuAhVqM1kFHZtHAIAQFjACegQIAxAC&url=https%3A%2F%2Fpaperswithcode.com%2Fpaper%2Fspectral-temporal-graph-neural-network-for&usg=AOvVaw3_P5G7ooQHXkd7HwyaMttP)

More documentation fixen

1

n

Adding the DeepAR model

In order to have more consistency with documentation we would like to use the official PyTorch Sphinx theme. This should make the docs site prettier and give it more of...

Interpolate only works with flow precipitation data

1

Users of flow forecast might want to interpolate data automatically using one of our pre-defined methods. ``` Traceback (most recent call last): File "/home/circleci/repo/tests/data_loader_tests.py", line 28, in setUp target_col=['cfs'], relevant_cols=['cfs',...

`Run vfozwceq errored: RuntimeError('Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu!',)` Important to note this isn't true in all cases....