Published April 15, 2026 | Version v1
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Unsupervised Machine Learning for Adaptive Immune Receptors with immuneML: use case 2 (IEDB dataset)

Authors/Creators

  • 1. University of Oslo
  • 2. ROR icon La Jolla Institute for Immunology
  • 3. ROR icon Oslo University Hospital
  • 4. ROR icon Mayo Clinic in Florida
  • 5. Medizinische Universität Wien

Description

This upload contains the results from use case 2 on the IEDB data of the manuscript Unsupervised Machine Learning for Adaptive Immune Receptors with immuneML. Specifically, it includes all the analysis specification files for immuneML and the immuneML output.

The analyses were performed on a dataset downloaded from the IEDB database.

For full information on how to reproduce these results, see the GitHub repository: https://github.com/immuneML/immuneML-unsupervisedML-usecases.

immuneML GitHub repository: https://github.com/uio-bmi/immuneML

The analyses are compatible with the latest immuneML version at the time of submission (3.0.21).

Files

results_use_case_2_iedb_dataset.zip

Files (35.6 GB)

Name Size
md5:6189615d68d990137be604502dcce12f
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Additional details

Software

Repository URL
https://github.com/uio-bmi/immuneML
Programming language
Python
Development Status
Active