LouisDesdoigts / zodiax
Object-oriented Jax framework extending Equinox for scientific programming
☆14Updated last week
Alternatives and similar repositories for zodiax:
Users that are interested in zodiax are comparing it to the libraries listed below
- Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation☆65Updated 7 months ago
- Unitful Quantities in JAX☆30Updated last week
- Numerical quadrature with JAX☆53Updated this week
- JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library☆89Updated 2 weeks ago
- Add a tqdm progress bar to your JAX scans and loops.☆103Updated 3 months ago
- A small library of paramaterizations and parameter constraints for PyTrees.☆16Updated 4 months ago
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆24Updated 3 weeks ago
- Generative models with JAX.☆17Updated last month
- JAX Tutorial notebooks : basics, crash & tips, usage of optax/JaxOptim/Numpyro☆14Updated 3 months ago
- Curated list of astronomy/astrophysics code packages using JAX☆37Updated 2 months ago
- MCHMC: sampler from an arbitrary differentiable distribution☆72Updated 2 weeks ago
- Interpolation and function approximation with JAX☆158Updated this week
- Coordinates in JAX☆16Updated 2 weeks ago
- Simulation-based inference in JAX☆30Updated this week
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆23Updated 10 months ago
- Gradient Based Nested Sampling☆19Updated last year
- Differentiable and accelerated wavelet transform on the sphere with JAX☆17Updated 10 months ago
- Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.☆15Updated 11 months ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆108Updated last year
- nessai: Nested Sampling with Artificial Intelligence☆38Updated 2 weeks ago
- Probabilistic Programming and Nested sampling in JAX☆167Updated 2 months ago
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆60Updated 2 weeks ago
- Differentiable optical models as parameterised neural networks in Jax using Zodiax☆56Updated 2 months ago
- A dead simple Python package for creating custom JAX pytree objects☆62Updated 3 months ago
- Coverage tests to check the quality of your posterior estimators.☆30Updated 6 months ago
- Finite difference tools in JAX☆17Updated last year
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆29Updated 2 years ago
- A simple implementation of Hamiltonian Monte Carlo in JAX.☆18Updated last year
- ☆142Updated this week