biotechnology
Code for the ProteinMPNN paper
Hardware go brrr bounded context suffix array construction algorithm
Multi-modal Molecule Structure-text Model for Text-based Editing and Retrieval, Nat Mach Intell 2023 (https://www.nature.com/articles/s42256-023-00759-6)
Diffusion models of protein structure; trigonometry and attention are all you need!
Protein-protein, protein-peptide and protein-DNA docking framework based on the GSO algorithm
Bi-Directional Equivariant Long-Range DNA Sequence Modeling
repo for DynamicBind: Predicting ligand-specific protein-ligand complex structure with a deep equivariant generative model
Cloud-based molecular simulations for everyone
End-to-end light-sheet image analysis for mouse brains, with DL training data generated in VR
Topological transformer for protein-ligand complex interaction prediction.
PSICHIC (pronounced Psychic) - PhySIcoCHemICal graph neural network for learning protein-ligand interaction fingerprints from sequence data
Generative Models for Graph-Based Protein Design
A machine learned Molecular Mechanics force field with integration into GROMACS and OpenMM
Improved antibody structure-based design using inverse folding
Code & data for "Protein Language Models Expose Viral Mimicry and Immune Escape"
An interoperable Python framework for biomolecular simulation.
Deep functional residue identification
Code for ICLR 2024 (Spotlight) paper "MAPE-PPI: Towards Effective and Efficient Protein-Protein Interaction Prediction via Microenvironment-Aware Protein Embedding"
Fast protein backbone generation with SE(3) flow matching.
Flexible Protein-Protein Docking with a Multi-Track Iterative Transformer.
Open source implementation of AlphaFold3
NeuralPLexer: State-specific protein-ligand complex structure prediction with a multi-scale deep generative model
Chai-1, SOTA model for biomolecular structure prediction
User friendly and accurate binder design pipeline
Implementation of Alpha Fold 3 from the paper: "Accurate structure prediction of biomolecular interactions with AlphaFold3" in PyTorch