---
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](https://github.com/s7776d/CapsNet-MHC/tree/main/dataset/Anthem_dataset) and extended with nucleotide HLA 
sequence data from [IMGTHLA](https://github.com/ANHIG/IMGTHLA/tree/Latest/fasta)
  
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](https://github.com/vladimirkovacevic/nucl-protein/blob/main/notebooks/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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