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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 145 37

  2. mhnn mhnn Public

    Molecular Hypergraph Neural Network

    Python 28 3

  3. saturn saturn Public

    Sample-efficient Generative Molecular Design using Memory Manipulation

    Python 26 3

  4. augmented_memory augmented_memory Public

    Forked from MolecularAI/Reinvent

    Augmented Memory and Beam Enumeration implementation

    Python 21 3

  5. chaos chaos Public

    Jupyter Notebook 18 1

  6. fsscore fsscore Public

    Python 17

Repositories

Showing 10 of 52 repositories
  • saturn Public

    Sample-efficient Generative Molecular Design using Memory Manipulation

    schwallergroup/saturn’s past year of commit activity
    Python 26 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 0 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 0 Apache-2.0 12 0 0 Updated Oct 16, 2024
  • minerva Public
    schwallergroup/minerva’s past year of commit activity
    Python 10 MIT 1 0 0 Updated Sep 24, 2024
  • 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 7 MIT 0 0 0 Updated Aug 23, 2024
  • schwallergroup/schwallergroup.github.io’s past year of commit activity
    Lua 3 0 0 0 Updated Aug 12, 2024
  • mhnn_plus Public

    improved version of MHNN (full hypergrah message passing & hypergraph attention)

    schwallergroup/mhnn_plus’s past year of commit activity
    Python 0 MIT 0 1 0 Updated Aug 6, 2024
  • rxnfp Public Forked from rxn4chemistry/rxnfp

    Reaction fingerprints, atlases and classification. Code complementing our Nature Machine Intelligence publication on "Mapping the space of chemical reactions using attention-based neural networks" (http://rdcu.be/cenmd).

    schwallergroup/rxnfp’s past year of commit activity
    HTML 0 MIT 41 0 0 Updated Aug 4, 2024

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