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:
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆26Updated last year
- JAX-powered Cosmological Particle-Mesh N-body Solver☆58Updated 2 weeks ago
- nessai: Nested Sampling with Artificial Intelligence☆43Updated 2 months ago
- Differentiable Gravitational Waveforms with JAX☆66Updated 3 months ago
- ☆30Updated 2 years ago
- JAX-based linear Einstein-Boltzmann solver for cosmology☆23Updated last week
- A simple implementation of Hamiltonian Monte Carlo in JAX.☆21Updated last year
- A Jax wrapper for cudaKDTree☆11Updated last month
- Gravitational-wave data analysis tools in Jax☆75Updated 3 months ago
- Fast, lightweight and parallelised simulation-based inference in JAX.☆22Updated 3 weeks ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆110Updated 2 years ago
- Coverage tests to check the quality of your posterior estimators.☆32Updated last year
- Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)☆15Updated 3 years ago
- Curated list of astronomy/astrophysics code packages using JAX☆51Updated this week
- A simulation-based Inference (SBI) library designed for stochastic gravitational wave background data analysis☆16Updated 9 months ago
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆71Updated last week
- Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.☆13Updated 9 months ago
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated last month
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 3 years ago
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆20Updated last year
- An experiment: emcee implemented in JAX☆26Updated 3 years ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆41Updated 4 months ago
- Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation☆74Updated last month
- Simulation-based inference in JAX☆40Updated 7 months ago
- Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.☆24Updated 3 months ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- Unitful Quantities in JAX☆46Updated this week
- ☆11Updated 8 months ago
- Galactic and Gravitational Dynamics in Python (+ GPU and autodiff)☆40Updated this week
- 🐈 Differentiable Spectrum Modeling of Exoplanets and Brown Dwarfs☆64Updated last week