Tikquuss / GflowNets_Tutorial
GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Method and Important Sampling
☆84Updated last year
Alternatives and similar repositories for GflowNets_Tutorial:
Users that are interested in GflowNets_Tutorial are comparing it to the libraries listed below
- A PyTorch implementation of a Generative Flow Network (GFlowNet) proposed by Bengio et al. (2021)☆41Updated last year
- Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"☆81Updated last year
- Official release of code for "Oops I Took A Gradient: Scalable Sampling for Discrete Distributions"☆54Updated last year
- ☆23Updated last year
- A modular, easy to extend GFlowNet library☆246Updated this week
- Benchmarks for Model-Based Optimization☆84Updated 8 months ago
- ☆14Updated last year
- Code for "Bayesian Structure Learning with Generative Flow Networks"☆82Updated 2 years ago
- DISCS: The code base for the Benchmark for Discrete Sampling☆50Updated 4 months ago
- Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.☆46Updated last week
- [ICML 2024] Official implementation for "Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling".☆28Updated last month
- ☆12Updated last year
- Code for paper "Compositional Sculpting of Iterative Generative Processes"☆20Updated last year
- Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.☆53Updated 10 months ago
- Baselines for Model-Based Optimization☆51Updated 2 years ago
- Implementation of Action Matching☆37Updated last year
- ☆42Updated 2 years ago
- Generative Flow Networks - GFlowNet☆216Updated 2 months ago
- Code for replicating experiments from the paper, Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes, publi…☆12Updated last year
- Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)☆30Updated 8 months ago
- Code for the paper: "Independent mechanism analysis, a new concept?"☆24Updated last year
- ☆20Updated 3 months ago
- Simple illustrative examples for energy-based models in PyTorch☆61Updated 4 years ago
- Deep Generalized Schrödinger Bridge, NeurIPS 2022 Oral☆47Updated 2 years ago
- Official implementation of Transformer Neural Processes☆71Updated 2 years ago
- Comparison between GFlowNets & Maximum Entropy RL☆15Updated 10 months ago
- Stochastic Normalizing Flows☆73Updated 3 years ago
- PyTorch implementation for our ICLR 2024 paper "Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory…☆22Updated last year
- Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (TMLR2024)☆54Updated 4 months ago
- ☆18Updated last month