francois-rozet / diemLinks
Official implementation of Learning Diffusion Priors from Observations by Expectation Maximization
☆33Updated 2 months ago
Alternatives and similar repositories for diem
Users that are interested in diem are comparing it to the libraries listed below
Sorting:
- A repository to store state of the art score model architectures☆59Updated last month
- Differentiable and accelerated wavelet transform on the sphere with JAX☆25Updated 7 months ago
- Implemenation of PQMass from Lemos et al. 2024☆18Updated 8 months ago
- InverseBench (ICLR 2025 spotlight)☆92Updated 2 months ago
- Stainless neural networks in JAX☆34Updated last month
- Collecting research materials on neural samplers with diffusion/flow models☆59Updated 6 months ago
- PyTorch-based radio-interferometric imaging reconstruction package with scalable Bayesian uncertainty quantification relying on data-driv…☆12Updated 10 months ago
- ☆22Updated 5 years ago
- Sliced Iterative Generator (SIG) & Gaussianizing Iterative Slicing (GIS)☆37Updated 2 years ago
- Unleash the true power of scheduling☆33Updated 9 months ago
- Combination of transformers and diffusion models for flexible all-in-one simulation-based inference☆79Updated 6 months ago
- JAX-powered Cosmological Particle-Mesh N-body Solver☆58Updated last month
- Bayesian Uncertainty Quantification by Deep Generative Model☆19Updated 5 years ago
- Coverage tests to check the quality of your posterior estimators.☆32Updated last year
- Likelihood-free AMortized Posterior Estimation with PyTorch☆132Updated last year
- Official implementation of "Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation"☆50Updated 3 months ago
- Differentiable and gpu enabled fast wavelet transforms in JAX.☆48Updated last year
- Implementation for Proximal Neural Networks.☆11Updated 4 years ago
- A denoising diffusion probabilistic model synthesises galaxies that are qualitatively and physically indistinguishable from the real thin…☆57Updated 3 years ago
- ☆202Updated last year
- Conditional Flow Matching using JAX☆13Updated 2 years ago
- A codebase dedicated to exploring multimodal learning approaches by integrating images of host galaxies of supernovae and their correspon…☆16Updated last year
- Exploring how ChatGPT can be used to accelerate research in cosmology.☆12Updated 3 years ago
- Implicit neural representations for strong lensing source reconstruction. Code repository associated with https://arxiv.org/abs/2206.1482…☆12Updated 2 years ago
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated last week
- Generative models with JAX.☆20Updated last year
- Community-sourced list of papers and resources on neural simulation-based inference.☆139Updated last week
- Transformer-guided diffusion for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141☆25Updated 2 years ago
- A simple implementation of Hamiltonian Monte Carlo in JAX.☆20Updated last year
- JAX-based linear Einstein-Boltzmann solver for cosmology☆24Updated 2 months ago