| 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. | |