ling-pan / Stochastic-GFN
☆11Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Stochastic-GFN
- Benchmarks for Model-Based Optimization☆80Updated 7 months ago
- Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.☆41Updated 9 months ago
- Code for "Biological Sequence Design with GFlowNets", 2022☆72Updated last year
- A PyTorch implementation of a Generative Flow Network (GFlowNet) proposed by Bengio et al. (2021)☆40Updated last year
- ☆14Updated last year
- Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)☆67Updated 6 months ago
- Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"☆76Updated last year
- Supervised Training of Conditional Monge Maps☆13Updated last year
- PhD Thesis☆28Updated last year
- Baselines for Model-Based Optimization☆50Updated 2 years ago
- ☆23Updated last year
- ☆18Updated last year
- Code for paper "Compositional Sculpting of Iterative Generative Processes"☆20Updated last year
- ☆32Updated 4 months ago
- GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Metho…☆83Updated last year
- Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)☆15Updated 3 months ago
- A modular, easy to extend GFlowNet library☆234Updated this week
- ☆13Updated 7 months ago
- Benchmark for Biophysical Sequence Optimization Algorithms☆13Updated last month
- ☆23Updated 7 months ago
- GFlowNet library specialized for graph & molecular data☆214Updated last month
- Official repository for the paper "Improving black-box optimization in VAE latent space using decoder uncertainty" (Pascal Notin, José Mi…☆29Updated last year
- Generative Flow Networks - GFlowNet☆192Updated 2 weeks ago
- Learning energy decompositions for partial inference in GFlowNets☆15Updated 5 months ago
- Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.☆51Updated 8 months ago
- Code for the paper https://arxiv.org/abs/2402.04997☆57Updated 9 months ago
- ☆15Updated last year
- ☆26Updated 2 years ago
- DynGFN: Bayesian Dynamic Causal Discovery using Generative Flow Networks☆50Updated 8 months ago
- Dirichlet Diffusion Score Model for Biological Sequence Generation.☆45Updated 6 months ago