Ending2015a / toy_gradlogp
Some toy examples of score matching algorithms written in PyTorch
☆46Updated 3 years ago
Alternatives and similar repositories for toy_gradlogp:
Users that are interested in toy_gradlogp are comparing it to the libraries listed below
- Noise Contrastive Estimation (NCE) in PyTorch☆31Updated last year
- Code for reproducing results in the sliced score matching paper (UAI 2019)☆141Updated 5 years ago
- Likelihood Training of Schrödinger Bridge using FBSDEs Theory, ICLR 2022☆80Updated 2 years ago
- A minimalist implementation of score-based diffusion model☆122Updated 3 years ago
- Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)☆134Updated 3 years ago
- Official Release of "Learning the Stein Discrepancy for Training and Evaluating Energy-Based Models without Sampling"☆49Updated 4 years ago
- [ICML2022] Variational Wasserstein gradient flow☆19Updated 2 years ago
- Score-based generative models for compact manifolds☆106Updated last year
- Entropic Optimal Transport Benchmark (NeurIPS 2023).☆20Updated 10 months ago
- Sampling with gradient-based Markov Chain Monte Carlo approaches☆97Updated 9 months ago
- ☆25Updated 11 months ago
- ☆16Updated 2 years ago
- ☆23Updated 3 years ago
- A set of tests for evaluating large-scale algorithms for Wasserstein-2 transport maps computation (NeurIPS 2021)☆38Updated 2 years ago
- Normalizing Flows with a resampled base distribution☆44Updated 2 years ago
- ☆37Updated 4 years ago
- PyTorch implementation of the OT-Flow approach in arXiv:2006.00104☆50Updated 6 months ago
- PyTorch implementation of Algorithm 1 of "On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models"☆38Updated 6 months ago
- Featurized Density Ratio Estimation☆20Updated 3 years ago
- PyTorch implementation of "Wasserstein-2 Generative Networks" (ICLR 2021)☆52Updated last year
- ☆31Updated 8 months ago
- Official implementation of Transformer Neural Processes☆71Updated 2 years ago
- A demo shows how to combine Langevin dynamics with score matching for generative models.☆36Updated 4 years ago
- This repository contains code for applying Riemannian geometry in machine learning.☆77Updated 3 years ago
- ☆53Updated 6 months ago
- PyTorch implementation of Variational Diffusion Models.☆78Updated 9 months ago
- ☆49Updated 3 years ago
- PyTorch implementation of Continuously Indexed Flows paper, with many baseline normalising flows☆31Updated 3 years ago
- The repository contains reproducible PyTorch source code of our paper Generative Modeling with Optimal Transport Maps, ICLR 2022.☆57Updated 2 years ago
- Deep Generalized Schrödinger Bridge, NeurIPS 2022 Oral☆47Updated 2 years ago