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---
license: mit
tags:
- csv
- education
- hard-negative
- heavy
- image-text
- leave-one-out
- lenient
- manual
- minimal
---
# dataset.py
## Dataset Summary
A **education** dataset with **image text** modality, stored in **csv** format.
## Preprocessing & Augmentation
- **Preprocessing**: minimal
- **Augmentation**: heavy
## Splits & Sampling
- **Split strategy**: leave one out
- **Sampling**: hard negative
## Quality & Labeling
- **Quality filtering**: lenient
- **Labeling**: manual
## Files
- `dataset.py` — main artifact of this repository
## License
See the license field above.