francois-rozet / diffusion-priorsLinks
Official implementation of Learning Diffusion Priors from Observations by Expectation Maximization
☆26Updated 4 months ago
Alternatives and similar repositories for diffusion-priors
Users that are interested in diffusion-priors are comparing it to the libraries listed below
Sorting:
- A repository to store state of the art score model architectures☆55Updated 7 months ago
- Official implementation of "Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation"☆14Updated last week
- Differentiable and accelerated wavelet transform on the sphere with JAX☆20Updated last month
- Stainless neural networks in JAX☆34Updated last month
- ☆21Updated 5 years ago
- Combination of transformers and diffusion models for flexible all-in-one simulation-based inference☆68Updated 3 weeks ago
- Sliced Iterative Generator (SIG) & Gaussianizing Iterative Slicing (GIS)☆37Updated 2 years ago
- Simulation-based inference in JAX☆32Updated 3 months ago
- Implemenation of PQMass from Lemos et al. 2024☆15Updated 2 months ago
- Implementation for Proximal Neural Networks.☆11Updated 3 years ago
- Likelihood-free AMortized Posterior Estimation with PyTorch☆130Updated 10 months ago
- Generative models with JAX.☆17Updated 6 months ago
- A simple implementation of Hamiltonian Monte Carlo in JAX.☆20Updated last year
- Conditional Flow Matching using JAX☆13Updated 2 years ago
- Coverage tests to check the quality of your posterior estimators.☆30Updated 11 months ago
- Differentiable and gpu enabled fast wavelet transforms in JAX.☆42Updated last year
- Bayesian Uncertainty Quantification by Deep Generative Model☆19Updated 4 years ago
- Collecting research materials on neural samplers with diffusion/flow models☆54Updated last week
- Implicit neural representations for strong lensing source reconstruction. Code repository associated with https://arxiv.org/abs/2206.1482…☆11Updated 2 years ago
- InverseBench (ICLR 2025 spotlight)☆55Updated this week
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆20Updated last year
- ☆27Updated last year
- Code for Gaussian Score Matching Variational Inference☆34Updated 4 months ago
- Probabilistic modeling of tabular data with normalizing flows.☆57Updated 3 weeks ago
- Community-sourced list of papers and resources on neural simulation-based inference.☆118Updated 2 months ago
- A package to describe amortized (conditional) normalizing-flow PDFs defined jointly on tensor products of manifolds with coverage control…☆43Updated 3 months ago
- JAX-based linear Einstein-Boltzmann solver for cosmology☆18Updated last week
- A denoising diffusion probabilistic model synthesises galaxies that are qualitatively and physically indistinguishable from the real thin…☆57Updated 3 years ago
- Fast, lightweight and parallelised simulation-based inference in JAX.☆18Updated last week
- JAX-powered Cosmological Particle-Mesh N-body Solver☆48Updated last week