LouisDesdoigts / zodiaxLinks
Object-oriented Jax framework extending Equinox for scientific programming
☆21Updated 3 weeks ago
Alternatives and similar repositories for zodiax
Users that are interested in zodiax are comparing it to the libraries listed below
Sorting:
- Unitful Quantities in JAX☆50Updated this week
- Differentiable optical models as parameterised neural networks in Jax using Zodiax☆63Updated last month
- JAX Tutorial notebooks : basics, crash & tips, usage of optax/JaxOptim/Numpyro☆16Updated 10 months ago
- Coordinates in JAX☆29Updated this week
- JAX-powered Cosmological Particle-Mesh N-body Solver☆58Updated 3 weeks ago
- 🐈 Differentiable Spectrum Modeling of Exoplanets and Brown Dwarfs☆66Updated 2 weeks ago
- JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library☆109Updated this week
- Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation☆75Updated 3 months ago
- Curated list of astronomy/astrophysics code packages using JAX☆51Updated 3 weeks ago
- Numerical quadrature with JAX☆74Updated 3 weeks ago
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆26Updated last year
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆27Updated 11 months ago
- Fast, lightweight and parallelised simulation-based inference in JAX.☆22Updated 2 months ago
- Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection☆73Updated 3 weeks ago
- Astronomical time series analysis with JAX☆72Updated last week
- Astronomy Research + JAX Meeting 2024☆13Updated last year
- A differentiable cosmology library in JAX☆221Updated 6 months ago
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆115Updated 3 months ago
- Differentiable Cosmological Forward Model☆89Updated this week
- Coverage tests to check the quality of your posterior estimators.☆32Updated last year
- Fit and compare complex models reliably and rapidly. Advanced nested sampling.☆194Updated 3 weeks ago
- Galactic and Gravitational Dynamics in Python (+ GPU and autodiff)☆40Updated last week
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆254Updated 2 months ago
- nessai: Nested Sampling with Artificial Intelligence☆44Updated 3 weeks ago
- MCHMC: sampler from an arbitrary differentiable distribution☆75Updated 3 weeks ago
- A system for scientific simulation-based inference at scale.☆163Updated last year
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆110Updated 2 years ago
- Probabilistic Programming and Nested sampling in JAX☆218Updated 3 weeks ago
- Interpolation and function approximation with JAX☆235Updated this week
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆39Updated 4 months ago