francois-rozet / dawgz
Unleash the true power of scheduling
☆24Updated 3 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for dawgz
- Simulation-based inference in JAX☆21Updated last month
- Probabilistic modeling of tabular data with normalizing flows.☆55Updated 4 months ago
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆11Updated 8 months ago
- ☆16Updated 3 years ago
- Coverage tests to check the quality of your posterior estimators.☆26Updated 2 months ago
- nessai: Nested Sampling with Artificial Intelligence☆36Updated this week
- Meeting repo for likelihood free inference meeting☆15Updated 2 years ago
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆56Updated this week
- Stainless neural networks in JAX☆30Updated 3 weeks ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆30Updated last year
- ☆13Updated last year
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated last year
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆12Updated 9 months ago
- Curated list of astronomy/astrophysics code packages using JAX☆34Updated 2 weeks ago
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- JAX-powered Cosmological Particle-Mesh N-body Solver☆26Updated last week
- Community-sourced list of papers and resources on neural simulation-based inference.☆92Updated 4 months ago
- differentiable (binned) likelihoods with JAX☆18Updated last week
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆14Updated 2 years ago
- Generative models with JAX.☆18Updated 9 months ago
- Notebook to go along with a lecture for the MIT course 8.16: Data Science in Physics on neural simulation-based inference.☆45Updated last year
- A system for scientific simulation-based inference at scale.☆161Updated 7 months ago
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆22Updated 6 months ago
- Unitful Quantities in JAX☆14Updated this week
- Transformer-guided diffusion for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141☆21Updated 10 months ago
- Likelihood-free AMortized Posterior Estimation with PyTorch☆119Updated 2 months ago
- JAX bindings for the NVIDIA cuDecomp library☆24Updated 2 weeks ago
- A Jax wrapper for cudaKDTree☆10Updated last year
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆104Updated last year
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆29Updated 2 years ago