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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](https://github.com/PolymathicAI/the_well)
dataset from [The Well](https://github.com/PolymathicAI/the_well) benchmark.
## Dataset structure
```
data/
train/ # HDF5 trajectories
valid/
test/
stats.yaml # per-field mean / std / rms statistics
```
## Loading
```python
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
```
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