Tikquuss / GflowNets_TutorialLinks
GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Method and Important Sampling
☆85Updated 2 years ago
Alternatives and similar repositories for GflowNets_Tutorial
Users that are interested in GflowNets_Tutorial are comparing it to the libraries listed below
Sorting:
- A PyTorch implementation of a Generative Flow Network (GFlowNet) proposed by Bengio et al. (2021)☆42Updated last year
- ☆25Updated last year
- Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"☆85Updated 2 years ago
- ☆18Updated 2 years ago
- ☆34Updated 3 months ago
- Benchmarks for Model-Based Optimization☆93Updated last year
- Code for paper "Compositional Sculpting of Iterative Generative Processes"☆23Updated last year
- Baselines for Model-Based Optimization☆53Updated 3 years ago
- Official release of code for "Oops I Took A Gradient: Scalable Sampling for Discrete Distributions"☆56Updated 2 years ago
- A modular, easy to extend GFlowNet library☆274Updated this week
- Code for "Bayesian Structure Learning with Generative Flow Networks"☆87Updated 3 years ago
- PyTorch implementation for our ICLR 2024 paper "Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory…☆24Updated last year
- Deep Generalized Schrödinger Bridge, NeurIPS 2022 Oral☆49Updated 2 years ago
- ☆18Updated last year
- DISCS: The code base for the Benchmark for Discrete Sampling☆57Updated 11 months ago
- Official implementation of Transformer Neural Processes☆78Updated 2 years ago
- [ICML 2024] Official implementation for "Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling".☆35Updated 7 months ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆73Updated 2 years ago
- Euclidean Wasserstein-2 optimal transportation☆47Updated last year
- Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)☆34Updated last year
- [ICLR 2022] Path integral sampler☆48Updated last year
- Neural Diffusion Processes☆81Updated 11 months ago
- Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.☆58Updated last year
- ☆13Updated last year
- Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.☆41Updated last year
- Implementation of Action Matching☆44Updated 2 years ago
- Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)☆19Updated 4 months ago
- Generative Flow Networks - GFlowNet☆259Updated last week
- DynGFN: Bayesian Dynamic Causal Discovery using Generative Flow Networks☆55Updated last year
- ☆20Updated 5 months ago