dingo-gw / flow-matching-posterior-estimationLinks
☆30Updated 2 years ago
Alternatives and similar repositories for flow-matching-posterior-estimation
Users that are interested in flow-matching-posterior-estimation are comparing it to the libraries listed below
Sorting:
- A simple implementation of Hamiltonian Monte Carlo in JAX.☆20Updated last year
- Gradient Based Nested Sampling☆20Updated last year
- Likelihood-free AMortized Posterior Estimation with PyTorch☆132Updated last year
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated this week
- Sliced Iterative Generator (SIG) & Gaussianizing Iterative Slicing (GIS)☆37Updated 2 years ago
- Code for Gaussian Score Matching Variational Inference☆35Updated 10 months ago
- Simulation-based inference in JAX☆43Updated last month
- Normalising flows implemented using nflows☆27Updated last month
- Gravitational-wave data analysis tools in Jax☆78Updated 5 months ago
- nessai: Nested Sampling with Artificial Intelligence☆44Updated this week
- Combination of transformers and diffusion models for flexible all-in-one simulation-based inference☆79Updated 7 months ago
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 3 years ago
- Flow Annealed Importance Sampling Bootstrap (FAB) with JAX.☆13Updated last year
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- A system for scientific simulation-based inference at scale.☆164Updated last year
- Fast, lightweight and parallelised simulation-based inference in JAX.☆22Updated 2 months ago
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated 5 months ago
- Simulation-based inference benchmark☆108Updated 11 months ago
- Special functions in Jax☆15Updated 10 months ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆110Updated 2 years ago
- Community-sourced list of papers and resources on neural simulation-based inference.☆139Updated 2 weeks ago
- MCHMC: sampler from an arbitrary differentiable distribution☆75Updated last month
- Conditional density estimation with neural networks☆35Updated last year
- Hyper-fast gravitational wave posterior parameter estimation using variational inference. Code used for "Bayesian parameter estimation" p…☆23Updated 3 years ago
- KENN - A Transformer Encoder for Gravitational Waves☆11Updated 3 months ago
- JAX-powered Cosmological Particle-Mesh N-body Solver☆58Updated last month
- Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation☆75Updated 3 months ago
- Conditional Flow Matching using JAX☆13Updated 2 years ago
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆255Updated 2 months ago
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆20Updated last year