jinhojsk515 / SPMMLinks
[Nat. Comm. 2024] Multimodal learning for chemical domain, with SMILES and properties.
☆40Updated 11 months ago
Alternatives and similar repositories for SPMM
Users that are interested in SPMM are comparing it to the libraries listed below
Sorting:
- SurfGen: Learning on Topological Surface and Geometric Structure for 3D Molecular Generation☆70Updated last year
- MolDiff: Addressing the Atom-Bond Inconsistency Problem in 3D Molecule Diffusion Generation☆77Updated last year
- a multi-property optimization method.☆32Updated last year
- Projecting Molecules into Synthesizable Chemical Spaces (ICML 2024)☆56Updated last week
- ☆58Updated 5 months ago
- ☆27Updated last year
- Official implementation of "Equivariant Shape-Conditioned Generation of 3D Molecules for Ligand-Based Drug Design"☆67Updated last year
- Implementation of ICML23 paper "Learning Subpocket Prototypes for Generalizable Structure-based Drug Design"☆30Updated last year
- Graph variational encoders for drug engineering and potentiation☆30Updated 2 years ago
- ☆69Updated 11 months ago
- Code for the paper "NovoMolGen: Rethinking Molecular Language Model Pretraining"☆22Updated 2 months ago
- ☆32Updated last year
- Incorporation of conformational space profile into molecular representation learning, and its application to drug discovery, including vi…☆65Updated 4 months ago
- ☆49Updated 2 years ago
- ☆39Updated 8 months ago
- ChemBFN: Bayesian Flow Network Framework for Chemistry Tasks. Developed in Hiroshima University.☆27Updated this week
- ☆65Updated 6 months ago
- Official Github for "3D Molecular Generative Framework for Interaction-guided Drug Design" (Nature Communications)☆64Updated last year
- ☆38Updated last year
- Official implementation of "PIGNet2: a versatile deep learning-based proteinligand interaction prediction model for binding affinity scor…☆22Updated 3 months ago
- ☆40Updated 5 months ago
- [ICLR 2024] Protein-Ligand Interaction Prior for Binding-aware 3D Molecule Diffusion Models☆53Updated last year
- my own studied materials and scripts☆58Updated last month
- Knowledge-Guided Diffusion Model for 3D Ligand-Pharmacophore Mapping☆45Updated 6 months ago
- PIGNet source code☆54Updated 3 years ago
- Retrosynthetic prediction with Atom Environments☆38Updated 2 years ago
- ImageMol is a molecular image-based pre-training deep learning framework for computational drug discovery.☆56Updated 9 months ago
- [NeurIPS 2023] DrugCLIP: Contrastive Protein-Molecule Representation Learning for Virtual Screening☆119Updated 3 weeks ago
- ☆37Updated 2 years ago
- Repository for SMILES-based RNNs for reinforcement learning-based de novo molecule generation☆65Updated last month