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@schwallergroup

schwallergroup

Hey there, Welcome to LIAC!

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The Laboratory of Artificial Chemical Intelligence (LIAC) is part of the Institute of Chemistry and Chemical Engineering at Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland.

The lab is led by Prof. Philippe Schwaller.


👩‍💻 Useful Resources

To learn more about our work, please visit our website at LIAC Website.

Thank you for your interest in LIAC. We look forward to collaborating with you and advancing the field of artificial chemical intelligence together!

Popular repositories Loading

  1. ai4chem_course ai4chem_course Public

    EPFL CH-457 "AI for chemistry"

    Jupyter Notebook 161 41

  2. mhnn mhnn Public

    Molecular Hypergraph Neural Network

    Python 32 3

  3. saturn saturn Public

    Sample-efficient Generative Molecular Design using Memory Manipulation

    Python 32 3

  4. augmented_memory augmented_memory Public

    Forked from MolecularAI/Reinvent

    Augmented Memory and Beam Enumeration implementation

    Python 23 3

  5. chaos chaos Public

    Jupyter Notebook 18 1

  6. fsscore fsscore Public

    Python 17

Repositories

Showing 10 of 54 repositories
  • schwallergroup/schwallergroup.github.io’s past year of commit activity
    Lua 3 0 0 0 Updated Dec 10, 2024
  • gosybench Public

    A benchmark for Knowledge Graph Extraction from Total Synthesis documents. See the paper: https://aclanthology.org/2024.langmol-1.9/

    schwallergroup/gosybench’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Dec 10, 2024
  • TangoStar Public
    schwallergroup/TangoStar’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Dec 4, 2024
  • saturn Public

    Sample-efficient Generative Molecular Design using Memory Manipulation

    schwallergroup/saturn’s past year of commit activity
    Python 32 3 0 0 Updated Nov 22, 2024
  • liac-repo Public

    🍪 A cookiecutter template for the Laboratory of Artifical Chemical Intelligence (LIAC) at EPFL.

    schwallergroup/liac-repo’s past year of commit activity
    Python 0 MIT 1 0 1 Updated Oct 23, 2024
  • Hbind Public Forked from rasbt/Hbind

    Calculates hydrogen-bond interaction tables for protein-small molecule complexes, based on protein PDB and protonated ligand MOL2 structure input. Raschka et al. (2018) J. Computer-Aided Molec. Design

    schwallergroup/Hbind’s past year of commit activity
    C 1 Apache-2.0 15 0 0 Updated Oct 21, 2024
  • reaction_utils Public Forked from MolecularAI/reaction_utils

    Utilities for working with datasets of chemical reactions, reaction templates and template extraction.

    schwallergroup/reaction_utils’s past year of commit activity
    Python 1 Apache-2.0 13 0 0 Updated Oct 16, 2024
  • minerva Public
    schwallergroup/minerva’s past year of commit activity
    Python 11 MIT 2 0 0 Updated Sep 24, 2024
  • CycPepPerm Public
    schwallergroup/CycPepPerm’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Sep 23, 2024
  • AdsMT Public

    Multimodal Transformer for Predicting Global Minimum Adsorption Energy

    schwallergroup/AdsMT’s past year of commit activity
    Python 8 MIT 0 0 0 Updated Aug 23, 2024

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