Pablo-Lemos / GGNSLinks
Gradient Based Nested Sampling
☆20Updated last year
Alternatives and similar repositories for GGNS
Users that are interested in GGNS are comparing it to the libraries listed below
Sorting:
- ☆30Updated 2 years ago
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆26Updated last year
- nessai: Nested Sampling with Artificial Intelligence☆44Updated 2 weeks ago
- A simple implementation of Hamiltonian Monte Carlo in JAX.☆21Updated last year
- JAX-powered Cosmological Particle-Mesh N-body Solver☆59Updated 2 weeks ago
- JAX-based linear Einstein-Boltzmann solver for cosmology☆24Updated last month
- Gravitational-wave data analysis tools in Jax☆78Updated 4 months ago
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆20Updated last year
- A Jax wrapper for cudaKDTree☆11Updated 3 months ago
- Fast, lightweight and parallelised simulation-based inference in JAX.☆22Updated 2 months ago
- Normalising flows implemented using nflows☆27Updated 2 weeks ago
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 3 years ago
- Differentiable Gravitational Waveforms with JAX☆69Updated 5 months ago
- ☆12Updated 9 months ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- Coverage tests to check the quality of your posterior estimators.☆32Updated last year
- Differentiable cosmological emulators: the JAX version of CosmoPower☆42Updated last month
- Unitful Quantities in JAX☆49Updated this week
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆73Updated 2 weeks ago
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated 2 weeks ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆110Updated 2 years ago
- Simulation-based inference in JAX☆42Updated last month
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 3 years ago
- Fast Inference for GW Astronomy, Research and Observations☆21Updated last month
- An experiment: emcee implemented in JAX☆27Updated 3 years ago
- Curated list of astronomy/astrophysics code packages using JAX☆51Updated 2 weeks ago
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated 5 months ago
- A system for scientific simulation-based inference at scale.☆163Updated last year
- KENN - A Transformer Encoder for Gravitational Waves☆11Updated 3 months ago
- JAX + Units☆52Updated 2 weeks ago