Alternatives and similar repositories for jaxns

Users that are interested in jaxns are comparing it to the libraries listed below

• kazewong / flowMC
  Normalizing-flow enhanced sampling package for probabilistic inference in Jax
  ☆247Updated last week
• DifferentiableUniverseInitiative / jax_cosmo
  A differentiable cosmology library in JAX
  ☆206Updated 2 weeks ago
• undark-lab / swyft
  A system for scientific simulation-based inference at scale.
  ☆164Updated last year
• dfm / tinygp
  The tiniest of Gaussian Process libraries
  ☆313Updated last week
• JakobRobnik / MicroCanonicalHMC
  MCHMC: sampler from an arbitrary differentiable distribution
  ☆73Updated 2 months ago
• NIFTy-PPL / JAXbind
  Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation
  ☆74Updated 2 months ago
• jfcrenshaw / pzflow
  Probabilistic modeling of tabular data with normalizing flows.
  ☆57Updated 3 weeks ago
• danielward27 / flowjax
  ☆173Updated last week
• kazewong / jim
  Gravitational-wave data analysis tools in Jax
  ☆71Updated last week
• probabilists / lampe
  Likelihood-free AMortized Posterior Estimation with PyTorch
  ☆130Updated 10 months ago
• f0uriest / quadax
  Numerical quadrature with JAX
  ☆66Updated last week
• dfm / numpyro-ext
  A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work
  ☆24Updated 5 months ago
• jeremiecoullon / SGMCMCJax
  Lightweight library of stochastic gradient MCMC algorithms written in JAX.
  ☆104Updated last year
• alonfnt / bayex
  Minimal Implementation of Bayesian Optimization in JAX
  ☆95Updated 2 months ago
• flatironinstitute / jax-finufft
  JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library
  ☆97Updated last week
• justinalsing / pydelfi
  Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
  ☆109Updated last year
• jax-ml / bayeux
  State of the art inference for your bayesian models.
  ☆219Updated 2 months ago
• dodgebc / jaxkd
  Minimal JAX implementation of k-nearest neighbors using a k-d tree.
  ☆45Updated 3 weeks ago
• HajimeKawahara / exojax
  🐈 Automatic differentiable spectrum modeling of exoplanets/brown dwarfs using JAX, compatible with NumPyro and Optax/JAXopt
  ☆61Updated 2 weeks ago
• homerjed / sbiax
  Fast, lightweight and parallelised simulation-based inference in JAX.
  ☆18Updated last week
• astro-informatics / harmonic
  Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection
  ☆69Updated last month
• f0uriest / interpax
  Interpolation and function approximation with JAX
  ☆200Updated last week
• astro-informatics / proxnest
  Proximal Nested Sampling for high-dimensional Bayesian model selection
  ☆25Updated last year
• dirmeier / sbijax
  Simulation-based inference in JAX
  ☆32Updated 3 months ago
• minaskar / zeus
  ⚡️ zeus: Lightning Fast MCMC ⚡️
  ☆236Updated last year
• GalacticDynamics / unxt
  Unitful Quantities in JAX
  ☆42Updated last week
• cgarciae / simple-pytree
  A dead simple Python package for creating custom JAX pytree objects
  ☆63Updated 8 months ago
• ASEM000 / kernex
  Stencil computations in JAX
  ☆71Updated last year
• smsharma / awesome-neural-sbi
  Community-sourced list of papers and resources on neural simulation-based inference.
  ☆118Updated last month
• jeremiecoullon / jax-tqdm
  Add a tqdm progress bar to your JAX scans and loops.
  ☆110Updated 2 months ago