dfm / numpyro-extLinks
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
Alternatives and similar repositories for numpyro-ext
Users that are interested in numpyro-ext are comparing it to the libraries listed below
Sorting:
- Curated list of astronomy/astrophysics code packages using JAX☆43Updated 6 months ago
- Astronomy Research + JAX Meeting 2024☆13Updated 7 months ago
- Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications☆39Updated 2 months ago
- 🐈 Automatic differentiable spectrum modeling of exoplanets/brown dwarfs using JAX, compatible with NumPyro and Optax/JAXopt☆61Updated this week
- Simulation-based (likelihood-free) inference customized for astronomical applications☆27Updated 7 months ago
- pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation☆102Updated last week
- An experiment: emcee implemented in JAX☆25Updated 2 years ago
- CPU/GPU agnostic gravitational-wave population inference☆47Updated this week
- Proximal Nested Sampling for high-dimensional Bayesian model selection☆24Updated last year
- Gravitational-wave data analysis tools in Jax☆71Updated this week
- Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics☆86Updated 2 weeks ago
- MCHMC: sampler from an arbitrary differentiable distribution☆73Updated last month
- Astronomical time series analysis with JAX☆60Updated this week
- Combines Bayesian analyses from many datasets.☆22Updated last year
- Corner plots, LaTeX tables and plotting walks.☆84Updated 2 weeks ago
- nessai: Nested Sampling with Artificial Intelligence☆40Updated this week
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Updated 2 years ago
- Nested Sampling post-processing and plotting☆60Updated last week
- Robust ML in Astro☆56Updated last week
- Unitful Quantities in JAX☆40Updated this week
- Fast, lightweight and parallelised simulation-based inference in JAX.☆18Updated 2 weeks ago
- An omni-sampler for Bayesian MCMC☆48Updated last week
- Galactic and Gravitational Dynamics in Python (+ GPU and autodiff)☆39Updated this week
- Souce code for our ARA&A review of Gaussian process regression for astronomical time-series☆30Updated 3 months ago
- Generator for Large Scale Structure☆39Updated this week
- Coverage tests to check the quality of your posterior estimators.☆30Updated 9 months ago
- Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation☆23Updated 3 months ago
- ☆16Updated 4 years ago
- A python package for Weak Lensing Implicit Inference with Differentiable Simulator☆16Updated last year
- Differentiable Gravitational Waveforms with JAX☆57Updated 9 months ago