======================================== List of functions in the tool collection ======================================== Overview -------- Below is a collection of the various functions included in this package. Detailed descriptions can be found in their respective sections. Convert annotations in BioC formatted XML to CSV ------------------------------------------------ .. autofunction:: ner_for_protein_structures.annotation_conversion.bioc_annotations_to_csv.main Convert annotations in BioC formatted XML to JSON ------------------------------------------------- .. autofunction:: ner_for_protein_structures.annotation_conversion.bioc_annotations_to_json.main Fetch fulltext, open access publications in BioC formatted XML using PubMedCentral IDs -------------------------------------------------------------------------------------- .. autofunction:: ner_for_protein_structures.bioc_xml_tools.get_bioc_xml_from_pmc.main Run NER predictions on BioC formatted XML files with a trained model - locally ------------------------------------------------------------------------------ .. autofunction:: ner_for_protein_structures.ner_inference.run_local_inference_for_ner.main Run NER predictions on BioC formatted XML files with a trained model - remotely ------------------------------------------------------------------------------- .. autofunction:: ner_for_protein_structures.ner_inference.run_hf_inference_for_ner.main Processing BioC formatted XML files to turn annotations into IOB format for SemEval calculations ------------------------------------------------------------------------------------------------- .. autofunction:: ner_for_protein_structures.annotation_conversion.process_bioc_xml_for_performance_stats.main Processing BioC formatted XML files to turn annotations into IOB format for model training ------------------------------------------------------------------------------------------ .. autofunction:: ner_for_protein_structures.annotation_conversion.process_bioc_xml_for_training.main Running SemEval to calculate performance statistics --------------------------------------------------- .. autofunction:: ner_for_protein_structures.sem_eval.run_semeval_analysis.main Converting EuropePMC/JATS style XML to BioC XML ----------------------------------------------- .. autofunction:: ner_for_protein_structures.bioc_xml_tools.pmcxml_to_biocxml.main