homerjed / sbiaxLinks
Fast, lightweight and parallelised simulation-based inference in JAX.
☆22Updated 2 months ago
Alternatives and similar repositories for sbiax
Users that are interested in sbiax are comparing it to the libraries listed below
Sorting:
- Unitful Quantities in JAX☆50Updated last week
- MCHMC: sampler from an arbitrary differentiable distribution☆75Updated last month
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆20Updated last year
- Simulation-based inference in JAX☆43Updated last month
- A JAX-based gaussian process structure learning package for time series modelling.☆31Updated 7 months ago
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆26Updated last year
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆74Updated last week
- Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation☆75Updated 3 months ago
- Coordinates in JAX☆29Updated 2 weeks ago
- A simple implementation of Hamiltonian Monte Carlo in JAX.☆20Updated last year
- JAX-powered Cosmological Particle-Mesh N-body Solver☆58Updated last month
- A system for scientific simulation-based inference at scale.☆164Updated last year
- Benchmarking field-level cosmological inference from galaxy surveys.☆12Updated 6 months ago
- nessai: Nested Sampling with Artificial Intelligence☆44Updated last week
- Curated list of astronomy/astrophysics code packages using JAX☆51Updated last month
- Gravitational-wave data analysis tools in Jax☆78Updated 5 months ago
- JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library☆110Updated this week
- JAX bindings for the NVIDIA cuDecomp library☆51Updated 2 months ago
- Differentiable Gravitational Waveforms with JAX☆71Updated 5 months ago
- 🐈 Differentiable Spectrum Modeling of Exoplanets and Brown Dwarfs☆66Updated last month
- JAX-based linear Einstein-Boltzmann solver for cosmology☆24Updated 2 months ago
- Galactic and Gravitational Dynamics in Python (+ GPU and autodiff)☆41Updated 2 weeks ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆32Updated 2 years ago
- Differentiable cosmological emulators: the JAX version of CosmoPower☆42Updated last month
- Special functions in Jax☆15Updated 10 months ago
- Coverage tests to check the quality of your posterior estimators.☆32Updated last year
- JAX-accelerated nuclear equation of state inference and TOV solvers☆10Updated this week
- a differentiable lensing simulator☆10Updated 4 years ago
- Minimal JAX implementation of k-nearest neighbors using a k-d tree.☆52Updated 6 months ago
- An experiment: emcee implemented in JAX☆28Updated 3 years ago