generation/README.md

metadata

language:
  - en
license: cc-by-4.0
tags:
  - physics
task_categories:
  - time-series-forecasting
  - other
task_ids:
  - multivariate-time-series-forecasting

How To Load from HuggingFace Hub

1. Be sure to have the_well installed (pip install the_well)
2. Use the WellDataModule to retrieve data as follows:

from the_well.data import WellDataModule

# The following line may take a couple of minutes to instantiate the datamodule
datamodule = WellDataModule(
    "hf://datasets/polymathic-ai/",
    "planetswe",
)
train_dataloader = datamodule.train_dataloader()

for batch in dataloader:
    # Process training batch
    ...