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pretty_name: ENCODE-WILDS
license: other
viewer: false
tags:
- wilds
- distribution-shift
---
# ENCODE-WILDS
This repository contains the ENCODE dataset, one of the additional datasets supported by the [WILDS Python package](https://github.com/p-lambda/wilds). It mirrors the released data from the original CodaLab archive linked by the [WILDS ENCODE loader](https://raw.githubusercontent.com/p-lambda/wilds/472677590de351857197a9bf24958838c39c272b/wilds/datasets/encode_dataset.py).
For dataset descriptions and usage instructions, see the [WILDS Python package](https://github.com/p-lambda/wilds) and the papers:
- [WILDS: A Benchmark of in-the-Wild Distribution Shifts](https://arxiv.org/abs/2012.07421)
- [Extending the WILDS Benchmark for Unsupervised Adaptation](https://arxiv.org/abs/2112.05090)
Download the archive files from this repository and extract them into the corresponding dataset folders expected by WILDS. Release information and checksums are in `manifest.json` and `SHA256SUMS`.
## License
The WILDS ENCODE loader does not declare a separate dataset license. Original data terms continue to apply; see the [ENCODE-DREAM challenge](https://www.synapse.org/#!Synapse:syn6131484) and the [WILDS preprocessing instructions](https://github.com/p-lambda/wilds/tree/main/dataset_preprocessing/encode). This mirror does not grant additional rights.
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