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fennomix-mhc 0.0.1-dev0 documentation
fennomix-mhc 0.0.1-dev0 documentation

Development

  • fennomix_mhc
    • fennomix_mhc package
      • fennomix_mhc.mhc_binding_model module
      • fennomix_mhc.mhc_binding_retriever module
      • fennomix_mhc.mhc_utils module
      • fennomix_mhc.pipeline_api module
      • fennomix_mhc.plotting_utils module
      • fennomix_mhc.tda_fmm module
  • fennomix_mhc package
    • fennomix_mhc.mhc_binding_model module
    • fennomix_mhc.mhc_binding_retriever module
    • fennomix_mhc.mhc_utils module
    • fennomix_mhc.pipeline_api module
    • fennomix_mhc.plotting_utils module
    • fennomix_mhc.tda_fmm module
  • fennomix_mhc.mhc_binding_model module
  • fennomix_mhc.mhc_binding_retriever module
  • fennomix_mhc.mhc_utils module
  • fennomix_mhc.pipeline_api module
  • fennomix_mhc.plotting_utils module
  • fennomix_mhc.tda_fmm module
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  • fennomix_mhc
    • fennomix_mhc package
  • fennomix_mhc package
    • Submodules
    • Module contents
  • fennomix_mhc.mhc_binding_model module
    • HlaDataSet
    • ModelHlaEncoder
    • ModelSeqEncoder
    • SiameseCELoss
    • batchify_hla_esm_list()
    • embed_hla_esm_list()
    • embed_peptides()
    • get_ascii_indices()
    • get_cosine_schedule_with_warmup()
    • get_hla_dataloader()
    • pept_hla_collate()
    • test()
    • train()
  • fennomix_mhc.mhc_binding_retriever module
    • MHCBindingRetriever
    • get_binding_fdr_for_best_allele()
    • get_binding_fdrs()
    • get_binding_ranks()
    • get_fdrs()
    • get_q_values()
  • fennomix_mhc.mhc_utils module
    • NonSpecificDigest
    • load_peptide_df_from_mixmhcpred()
  • fennomix_mhc.pipeline_api module
    • PretrainedModels
    • deconvolute_and_predict_peptides()
    • deconvolute_peptides()
    • embed_peptides_from_file()
    • embed_proteins()
    • load_peptide_embedding_pkl()
    • predict_epitopes_for_mhc()
    • predict_mhc_binders_for_epitopes()
  • fennomix_mhc.plotting_utils module
    • adjust_axes()
    • count_motif_bits()
    • fit_hla_umap_reducer()
    • plot_motif()
    • plot_motif_multi_mer()
    • plot_umap_df()
    • select_optimal_a_cover()
    • transform_embeds_to_tSNE_df()
    • transform_embeds_to_umap_df()
    • transform_matrix_to_mds_df()
  • fennomix_mhc.tda_fmm module
    • DecoyModel
    • TDA_fmm
    • gamma_pdf()
    • gauss_pdf()
    • select_best_fmm()
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