Pablo-Lemos / GGNS
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:
- nessai: Nested Sampling with Artificial Intelligence☆39Updated last week
- Fast, lightweight and parallelised simulation-based inference in JAX.☆18Updated this week
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆23Updated last year
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 2 years ago
- Implemenation of PQMass from Lemos et al. 2024☆15Updated 2 weeks ago
- Normalising flows implemented using nflows☆27Updated 7 months ago
- JAX-based linear Einstein-Boltzmann solver for cosmology☆16Updated last week
- ☆25Updated last year
- Curated list of astronomy/astrophysics code packages using JAX☆41Updated 5 months ago
- Coverage tests to check the quality of your posterior estimators.☆30Updated 9 months ago
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated last week
- Benchmarking field-level cosmological inference from galaxy surveys.☆10Updated last week
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆20Updated last year
- Gravitational-wave data analysis tools in Jax☆68Updated this week
- A simple implementation of Hamiltonian Monte Carlo in JAX.☆19Updated last year
- JAX-powered Cosmological Particle-Mesh N-body Solver☆40Updated this week
- Unitful Quantities in JAX☆37Updated last week
- Differentiable Gravitational Waveforms with JAX☆57Updated 8 months ago
- A Jax wrapper for cudaKDTree☆10Updated last year
- Simulation-based inference in JAX☆31Updated last month
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆65Updated last month
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆15Updated last year
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 2 years ago
- Fast Inference for GW Astronomy, Research and Observations☆19Updated this week
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- ☆16Updated 4 years ago
- A simulation-based Inference (SBI) library designed for stochastic gravitational wave background data analysis☆14Updated 3 months ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆37Updated 4 months ago
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated 3 months ago