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MatText documentation🔗

MatText is a framework for text-based materials modeling. It supports

  • conversion of crystal structures in to text representations
  • transformations of crystal structures for sensitivity analyses
  • decoding of text representations to crystal structures
  • tokenization of text-representation of crystal structures
  • pre-training, finetuning and testing of language models on text-representations of crystal structures
  • analysis of language models trained on text-representations of crystal structures