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Implementation of https://doi.org/10.1093/bioinformatics/btw246

Test data downloaded from https://doi.org/10.5281/zenodo.804241

Requirements:

  • cdk_pywrapper (substructure fingerprinting)
  • pyteomics (MGF file parser)
  • numba
  • numpy
  • scipy

The files, especially build_input_matrix.py, build_test_matrix.py, run_iokr.py, run_iokr_novel.py and nplinker_iokr.py, include a bunch of hardcoded data paths and also make strong assumptions about the structure of the data.

Note that the DAG- and fragmentation tree filters on the MS spectra assume the presence of the corresponding data, which is not included in the data download mentioned above.

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IOKR fingerprint prediction

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