manuelmlmadeira / DeFoGLinks
Official implementation of the paper: "DeFoG: Discrete Flow Matching for Graph Generation"
☆51Updated last week
Alternatives and similar repositories for DeFoG
Users that are interested in DeFoG are comparing it to the libraries listed below
Sorting:
- Official Code Repository for the paper "Graph Generation with Diffusion Mixture" (ICML 2024).☆36Updated last year
- ☆12Updated 10 months ago
- Official Code Repository for the paper "Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations" (I…☆186Updated 2 years ago
- Official implementation of the NeurIPS 24 paper of statistical flow matching (SFM) for discrete generation.☆44Updated last year
- Code for the paper "Generative Modelling of Structurally Constrained Graphs"☆16Updated 10 months ago
- Code for the paper https://arxiv.org/abs/2402.04997☆104Updated 2 years ago
- ☆221Updated 2 years ago
- EDGE: Efficient and Degree-Guided Graph Generation via Discrete Diffusion Modeling☆67Updated 8 months ago
- The code for "Graph Diffusion Transformer for Multi-Conditional Molecular Generation"☆103Updated 8 months ago
- code for the paper "DiGress: Discrete Denoising diffusion for graph generation"☆500Updated 10 months ago
- This is the official implementation for Equivariant Enengy-guided SDE for Inverse Molecule Design (ICLR 2023)☆49Updated 2 years ago
- Geometric Latent Diffusion Models for 3D Molecule Generation☆270Updated 2 years ago
- This is the code of our work Are More Layers Beneficial to Graph Transformers? published on ICLR 2023.☆21Updated 2 years ago
- Implementation for NeurIPS 2023 paper "Equivariant Flow Matching with Hybrid Probability Transport for 3D Molecule Generation"☆41Updated last year
- Code for paper: "Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design"☆64Updated 9 months ago
- This repository is the official implementation of "Hyperbolic Geometric Latent Diffusion Model for Graph Generation (HypDiff)" accepted b…☆31Updated last year
- Official implementation for 'Sparse denoising diffusion for large graph generation'☆73Updated 5 months ago
- The official implementation of NeurIPS2024 paper "SubgDiff: A Subgraph Diffusion Model to Improve Molecular Representation Learning."☆10Updated 8 months ago
- Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation☆35Updated 2 years ago
- ☆10Updated last year
- ☆130Updated last year
- Official code repository for the paper Exploring Chemical Space with Score-based Out-of-distribution Generation (ICML 2023)☆40Updated last year
- Permutation-Invariant Autoregressive Diffusion (NeurIPS 2024)☆23Updated last year
- Simple Guidance Mechanisms for Discrete Diffusion Models☆71Updated last year
- Implementation of the Paper "Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning" by Robin Winter, Fran…☆45Updated 3 years ago
- Graph Denoising Diffusion for Inverse Protein Folding(NeurIPS 2023)☆70Updated last year
- Official Repository for NeurIPS 2024 Paper Unifying Generation and Prediction on Graphs with Latent Graph Diffusion☆41Updated last year
- ☆36Updated 2 years ago
- ☆21Updated 2 years ago
- Unofficial PyTorch implementation of Discrete Denoising Diffusion Probabilistic Model(D3PM)☆44Updated 2 years ago