Skip to content
@rxn4chemistry

rxn4chemistry

Pinned Loading

  1. rxn4chemistry Public

    Python wrapper for the IBM RXN for Chemistry API

    Python 188 32

  2. rxnmapper Public

    RXNMapper: Unsupervised attention-guided atom-mapping. Code complementing our Science Advances publication on "Extraction of organic chemistry grammar from unsupervised learning of chemical reactio…

    Python 302 72

  3. rxnfp Public

    Reaction fingerprints, atlases and classification. Code complementing our Nature Machine Intelligence publication on "Mapping the space of chemical reactions using attention-based neural networks" …

    HTML 173 42

  4. rxn-utilities Public

    General Python utilities commonly used in the RXN universe

    Python 7

  5. rxn-chemutils Public

    Chemistry-related Python utilities used in the RXN universe

    Python 24 2

  6. rxn-reaction-preprocessing Public

    Preprocessing of datasets of chemical reactions: standardization, filtering, augmentation, tokenization, etc.

    Python 10

Repositories

Showing 10 of 31 repositories
  • rxnmapper Public

    RXNMapper: Unsupervised attention-guided atom-mapping. Code complementing our Science Advances publication on "Extraction of organic chemistry grammar from unsupervised learning of chemical reactions" (https://advances.sciencemag.org/content/7/15/eabe4166).

    Python 302 MIT 72 2 1 Updated Mar 13, 2025
  • Python 1 MIT 0 0 0 Updated Mar 10, 2025
  • rxn-metrics Public

    Metrics for RXN models

    Python 1 MIT 0 2 1 Updated Feb 19, 2025
  • rxn-onmt-models Public

    Training of OpenNMT-based RXN models

    Python 2 MIT 3 2 1 Updated Feb 19, 2025
  • rxn-onmt-utils Public

    OpenNMT-related utilities

    Python 0 MIT 1 0 1 Updated Feb 19, 2025
  • negative_learning Public

    Code for learning chemical reactions from negative chemical data with language models and reinforcement learning

    Python 1 MIT 0 0 0 Updated Feb 19, 2025
  • AI4Aggregation Public

    Code accompanying the paper: Amino Acid Composition drives Peptide Aggregation: Predicting Aggregation for Improved Synthesis

    Python 0 MIT 0 0 0 Updated Feb 18, 2025
  • multimodal-spectroscopic-dataset Public

    Code for generation and benchmarks of the Multimodal Spectroscopic Dataset

    Jupyter Notebook 36 MIT 7 1 0 Updated Feb 18, 2025
  • clabot-config Public

    Config of cla-bot for the rxn4chemistry organization

    0 0 0 0 Updated Feb 6, 2025
  • rxnaamapper Public

    Reaction SMILES-AA mapping via language modelling

    Python 29 MIT 3 0 0 Updated Sep 11, 2024