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UW–Madison
Data Science Institute

Bird Migration

Many birds

v0.0.2

Use this dataset

Load it over the Pelican Platform with Hugging Face datasets.

# Consume with Hugging Face's `datasets` package
from datasets import load_dataset

dataset = load_dataset("csv", data_files="pelican://uwdf-director.chtc.wisc.edu/wisc.edu/dsi/pytorch/bird_migration_data.csv")

# Convert to the format of your choice, see
# https://huggingface.co/docs/datasets/use_with_pytorch
torch_dataset = dataset.with_format("torch")
torch_dataset
planned

A shorter form is planned once uploader identity and NetID integration land:

from pelican_data_loader import load_uw_data
dataset = load_uw_data("netid/dataset_key")

# Display the first record
list(dataset["train"].take(1))

Not yet implemented — shown as a preview of the intended interface.

Danger zone

Deleting removes this dataset from the repository database and deletes its data and metadata files from S3.