metadata
license: mit
task_categories:
- other
tags:
- weather
- physics
- hdf5
- the-well
- shallow-water-equations
size_categories:
- 1K<n<10K
PlanetSWE Mini
A downsampled subset of the PlanetSWE dataset from The Well benchmark.
Dataset structure
data/
train/ # HDF5 trajectories
valid/
test/
stats.yaml # per-field mean / std / rms statistics
Loading
from huggingface_hub import snapshot_download
from the_well.data.datasets import WellDataset
base_path = snapshot_download("rradev/planetswe-mini", repo_type="dataset")
dataset = WellDataset(
well_base_path=base_path,
well_dataset_name="planetswe_mini",
well_split_name="train", # "valid" | "test"
n_steps_input=4,
n_steps_output=1,
use_normalization=True,
)
sample = dataset[0]
Requirements
the-well