Tikquuss / GflowNets_Tutorial
GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Method and Important Sampling
☆86Updated 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
- A PyTorch implementation of a Generative Flow Network (GFlowNet) proposed by Bengio et al. (2021)☆42Updated last year
- Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"☆81Updated last year
- ☆15Updated last year
- ☆24Updated last year
- Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.☆46Updated 2 weeks ago
- Code for paper "Compositional Sculpting of Iterative Generative Processes"☆20Updated last year
- A modular, easy to extend GFlowNet library☆257Updated this week
- Benchmarks for Model-Based Optimization☆85Updated 9 months ago
- Official release of code for "Oops I Took A Gradient: Scalable Sampling for Discrete Distributions"☆54Updated last year
- DISCS: The code base for the Benchmark for Discrete Sampling☆52Updated 5 months ago
- Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.☆54Updated 11 months ago
- Code for "Bayesian Structure Learning with Generative Flow Networks"☆83Updated 2 years ago
- ☆12Updated last year
- [ICML 2024] Official implementation for "Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling".☆31Updated 2 months ago
- Normalizing Flows with a resampled base distribution☆44Updated 2 years ago
- Implementation of Action Matching☆38Updated last year
- PyTorch implementation for our ICLR 2024 paper "Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory…☆23Updated last year
- ☆23Updated 4 months ago
- Stochastic Normalizing Flows☆75Updated 3 years ago
- Code for the paper: "Independent mechanism analysis, a new concept?"☆24Updated last year
- Simple illustrative examples for energy-based models in PyTorch☆61Updated 5 years ago
- Deterministic particle dynamics for simulating Fokker-Planck probability flows☆24Updated last year
- Generative Flow Networks - GFlowNet☆224Updated 3 months ago
- GFlowNet library specialized for graph & molecular data☆229Updated last week
- Official implementation of Deep Momentum Schrödinger Bridge☆22Updated last year
- Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)☆30Updated 9 months ago
- Sampling with gradient-based Markov Chain Monte Carlo approaches☆97Updated 9 months ago
- Score-based generative models for compact manifolds☆107Updated last year
- ☆16Updated 10 months ago
- Deep Generalized Schrödinger Bridge, NeurIPS 2022 Oral☆47Updated 2 years ago