andrew-cr / discrete_flow_models
Code for the paper https://arxiv.org/abs/2402.04997
☆67Updated last year
Alternatives and similar repositories for discrete_flow_models:
Users that are interested in discrete_flow_models are comparing it to the libraries listed below
- ☆96Updated 9 months ago
- ☆133Updated 11 months ago
- Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.☆46Updated 2 weeks ago
- Mixed continous/categorical flow-matching model for de novo molecule generation.☆93Updated this week
- FoldFlow: SE(3)-Stochastic Flow Matching for Protein Backbone Generation☆206Updated 2 months ago
- Official repository for discrete Walk-Jump Sampling (dWJS)☆52Updated last year
- This is the official implementation for Equivariant Enengy-guided SDE for Inverse Molecule Design (ICLR 2023)☆46Updated last year
- Protein Design with Guided Discrete Diffusion☆123Updated 11 months ago
- Implementation of FlowSite and HarmonicFlow from the paper "Harmonic Self-Conditioned Flow Matching for Multi-Ligand Docking and Binding …☆91Updated 6 months ago
- This Denoising Force Field (DFF) codebase provides a Pytorch framework for the method presented in Two for one: Diffusion models and forc…☆56Updated 8 months ago
- ☆33Updated this week
- Code for paper: "Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design"☆34Updated 3 months ago
- Code for "Biological Sequence Design with GFlowNets", 2022☆72Updated last year
- Code for the paper Context-Guided Diffusion for Out-of-Distribution Molecular and Protein Design☆37Updated 6 months ago
- Aligned Diffusion Schroedinger Bridges (UAI 2023)☆32Updated last year
- Derivative-Free Guidance in Diffusion Models with Soft Value-Based Decoding. For controlled generation in DNA, RNA, proteins, molecules (…☆28Updated 4 months ago
- Code for Paper "Think While You Generate: Discrete Diffusion with Planned Denoising"☆37Updated 3 months ago
- Official repository for discrete Walk-Jump Sampling (dWJS)☆48Updated 8 months ago
- Implementation of the DDPM + IPA (invariant point attention) for protein generation, as outlined in the paper "Protein Structure and Sequ…☆88Updated 2 years ago
- Dirichlet Diffusion Score Model for Biological Sequence Generation.☆47Updated this week
- A Modular Architecture for Deep Learning Systems☆39Updated 4 months ago
- Code implementation of "Diffusion probabilistic modeling of protein backbones in 3D for the motif-scaffolding problem" https://arxiv.org/…☆71Updated last year
- ☆31Updated 7 months ago
- Official implementation of pre-training via denoising for TorchMD-NET☆88Updated last year
- Code for “FlowMM Generating Materials with Riemannian Flow Matching” and "FlowLLM: Flow Matching for Material Generation with Large Langu…☆108Updated 3 months ago
- Code for Pre-training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction (https://arxiv.org/abs/2301.12068)☆39Updated last year
- Lagrangian formulation of Doob's h-transform allowing for efficient rare event sampling☆45Updated this week
- Practically and asymptotically accurate conditional sampling from diffusion generative models without conditional training☆40Updated 2 months ago
- ☆26Updated 11 months ago
- Implementation of Particle Guidance: non-I.I.D. Diverse Sampling with Diffusion Models☆66Updated last year