Joshuaalbert / jaxnsLinks
Probabilistic Programming and Nested sampling in JAX
☆184Updated 2 weeks ago
Alternatives and similar repositories for jaxns
Users that are interested in jaxns are comparing it to the libraries listed below
Sorting:
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆242Updated 3 weeks ago
- A differentiable cosmology library in JAX☆203Updated 6 months ago
- A system for scientific simulation-based inference at scale.☆164Updated last year
- Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation☆72Updated 2 months ago
- ☆167Updated last month
- MCHMC: sampler from an arbitrary differentiable distribution☆73Updated last month
- The tiniest of Gaussian Process libraries☆311Updated last week
- State of the art inference for your bayesian models.☆219Updated last month
- JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library☆97Updated last week
- Numerical quadrature with JAX☆65Updated this week
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆24Updated 4 months ago
- Stencil computations in JAX☆71Updated last year
- Gravitational-wave data analysis tools in Jax☆71Updated 2 weeks ago
- Likelihood-free AMortized Posterior Estimation with PyTorch☆130Updated 10 months ago
- Probabilistic modeling of tabular data with normalizing flows.☆57Updated last week
- Minimal Implementation of Bayesian Optimization in JAX☆95Updated 2 months ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆109Updated last year
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆104Updated last year
- Interpolation and function approximation with JAX☆196Updated this week
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆68Updated 2 weeks ago
- Unitful Quantities in JAX☆41Updated 2 weeks ago
- 🐈 Automatic differentiable spectrum modeling of exoplanets/brown dwarfs using JAX, compatible with NumPyro and Optax/JAXopt☆61Updated this week
- Community-sourced list of papers and resources on neural simulation-based inference.☆118Updated last month
- Minimal JAX implementation of k-nearest neighbors using a k-d tree.☆41Updated last week
- Multiple dispatch over abstract array types in JAX.☆125Updated last week
- Add a tqdm progress bar to your JAX scans and loops.☆110Updated last month
- Simulation-based inference in JAX☆32Updated 2 months ago
- JAX + Units☆47Updated last month
- Fast, lightweight and parallelised simulation-based inference in JAX.☆18Updated last week
- A dead simple Python package for creating custom JAX pytree objects☆63Updated 7 months ago