datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
DNA_Gen
Citation
Please cite our work using the bibtex below:
BibTeX:
@article{su2025language,
title={Language Models for Controllable DNA Sequence Design},
author={Su, Xingyu and Li, Xiner and Lin, Yuchao and Xie, Ziqian and Zhi, Degui and Ji, Shuiwang},
journal={arXiv preprint arXiv:2507.19523},
year={2025}
}
riemann-clock-spectra
Riemann Clock spectra
This dataset accompanies the exploratory spectroscopy study in
maris205/riemann_clock, with analysis
base commit 321ae1cd48d69fe4d1091326167a8aaa65f2e597.
It mirrors public, previously reduced, extracted, or coadded quasar spectra and
the study's processed arrays. It contains no newly acquired observations and no
raw CCD frames. The project directory name data/raw/ means downloaded inputs.
This exploratory study reports no detection of Riemann-clock physics… See the full description on the dataset page: https://huggingface.co/datasets/dnagpt/riemann-clock-spectra.latent-dna-diffusionGUEadcumen-viewer-emotions
AdCumen Viewer Emotions Dataset
Dataset for the paper "Decoding Viewer Emotions in Video Ads" by Alexey Antonov, Shravan Sampath Kumar, Jiefei Wei, William Headley, Orlando Wood, and Giovanni Montana, published in Nature Scientific Reports.
Code: github.com/gmontana/DecodingViewerEmotions
Model weights: dnamodel/tsam-viewer-emotions
Dataset Description
The dataset consists of 26,637 five-second video clips extracted from video advertisements, annotated for seven… See the full description on the dataset page: https://huggingface.co/datasets/dnamodel/adcumen-viewer-emotions.ABX-RM-014_dna_gyrase_mutation_cascade-v0.1ABX-RM-014 DNA Gyrase Mutation Cascade
Purpose
Detect staged gyrA then parC mutation accumulation under fluoroquinolone stress before MIC crosses a resistant cutoff.
Core pattern
stress_index high
gyrA_mut_frac rises first
parC_mut_frac follows
MIC stays below resistant_mic_cutoff_mg_L during early cascade
later MIC crosses resistant_mic_cutoff_mg_L
Files
data/train.csv
data/test.csv
scorer.py
Schema
Each row is one timepoint in a within strain series.
Required columns
row_id
series_id… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ABX-RM-014_dna_gyrase_mutation_cascade-v0.1.Samuel-Adams-Ads_Beerbudadsdna_pairDNABert-testhf_tutorial_dna