dataset_info:
features:
- name: Peptide
dtype: string
- name: Sequence
dtype: string
- name: HLA
dtype: string
- name: Length
dtype: int64
- name: Label
dtype: int64
splits:
- name: train
num_bytes: 614370367
num_examples: 539019
- name: test
num_bytes: 196717178
num_examples: 172580
download_size: 30282241
dataset_size: 811087545
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: test
path: data/test-*
Dataset Description
Extracted from Anthem Dataset and extended with nucleotide HLA sequence data from IMGTHLA
The dataset contains HLA sequences extended with nucleotide sequences, sourced from both the Anthem dataset and IMGTHLA. The nucleotide sequences were retrieved from the IMGTHLA repository and integrated with the Anthem Dataset to create a rich resource for studying HLA sequences in immunological research.
The nucleotide sequences were processed and extracted using a Jupyter notebook designed for exploratory data analysis: Extraction Notebook: EDA_Datasets.ipynb
License
Please refer to the individual dataset repositories for licensing information.
Dataset Details
This dataset is intended for training machine learning models, particularly those focused on immunogenomics and HLA sequence prediction tasks. It can be used for research and educational purposes related to immunology and genomics.
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