metadata
dataset_info:
features:
- name: x
dtype: string
- name: 'y'
dtype: float32
- name: targets
dtype: string
- name: aso_sequence_5_to_3
dtype: string
- name: inhibition_percent
dtype: float32
- name: chemistry_json
dtype: string
- name: custom_id
dtype: string
- name: target_mrna
dtype: string
- name: target_gene
dtype: string
- name: cell_line
dtype: string
- name: cell_line_species
dtype: string
- name: dosage
dtype: float32
- name: cells_per_well
dtype: float32
- name: transfection_method
dtype: string
- name: steric_blocking
dtype: bool
splits:
- name: train
num_bytes: 110977411
num_examples: 190927
download_size: 10132302
dataset_size: 110977411
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
Citation
This dataset is derived from the ASO Atlas resource introduced in Hill et al. (2025). If you use this dataset, please cite:
@article{hill2025accurately,
title={Accurately modelling RNase H-mediated antisense oligonucleotide efficacy},
author={Hill, Barney and Jaques, Maisie R and Nair, Remya R and Whiffin, Nicola and Wood, Matthew JA and Sanders, Stephan J and Oliver, Peter L and Hill, Alyssa C and Rinaldi, Carlo},
journal={bioRxiv},
pages={2025--10},
year={2025},
publisher={Cold Spring Harbor Laboratory}
}