Alternatives and similar repositories for flowMC

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

• Joshuaalbert / jaxns
  Probabilistic Programming and Nested sampling in JAX
  ☆217Updated 2 weeks ago
• undark-lab / swyft
  A system for scientific simulation-based inference at scale.
  ☆163Updated last year
• danielward27 / flowjax
  ☆205Updated 2 months ago
• smsharma / awesome-neural-sbi
  Community-sourced list of papers and resources on neural simulation-based inference.
  ☆139Updated last month
• DifferentiableUniverseInitiative / jax_cosmo
  A differentiable cosmology library in JAX
  ☆221Updated 6 months ago
• JakobRobnik / MicroCanonicalHMC
  MCHMC: sampler from an arbitrary differentiable distribution
  ☆75Updated 3 weeks ago
• f0uriest / interpax
  Interpolation and function approximation with JAX
  ☆235Updated 2 weeks ago
• kazewong / jim
  Gravitational-wave data analysis tools in Jax
  ☆78Updated 4 months ago
• dfm / tinygp
  The tiniest of Gaussian Process libraries
  ☆328Updated 3 weeks ago
• dirmeier / sbijax
  Simulation-based inference in JAX
  ☆42Updated last month
• probabilists / lampe
  Likelihood-free AMortized Posterior Estimation with PyTorch
  ☆131Updated last year
• f0uriest / quadax
  Numerical quadrature with JAX
  ☆73Updated 2 weeks ago
• NIFTy-PPL / JAXbind
  Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation
  ☆75Updated 3 months ago
• DifferentiableUniverseInitiative / JaxPM
  JAX-powered Cosmological Particle-Mesh N-body Solver
  ☆59Updated 2 weeks ago
• mackelab / simformer
  Combination of transformers and diffusion models for flexible all-in-one simulation-based inference
  ☆79Updated 6 months ago
• GalacticDynamics / unxt
  Unitful Quantities in JAX
  ☆49Updated this week
• flatironinstitute / jax-finufft
  JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library
  ☆108Updated 2 weeks ago
• sbi-benchmark / sbibm
  Simulation-based inference benchmark
  ☆108Updated 11 months ago
• jfcrenshaw / pzflow
  Probabilistic modeling of tabular data with normalizing flows.
  ☆58Updated 2 weeks ago
• EddieCunningham / generax
  Generative models with JAX.
  ☆20Updated 11 months ago
• astro-informatics / s2fft
  S2FFT: Differentiable and accelerated spherical transforms
  ☆211Updated this week
• homerjed / sbiax
  Fast, lightweight and parallelised simulation-based inference in JAX.
  ☆22Updated 2 months ago
• mj-will / nessai
  nessai: Nested Sampling with Artificial Intelligence
  ☆44Updated 2 weeks ago
• thomaspinder / GPJax
  Gaussian processes in JAX and Flax.
  ☆563Updated 2 weeks ago
• justinalsing / pydelfi
  Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
  ☆110Updated 2 years ago
• smsharma / jax-conditional-flows
  Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.
  ☆20Updated last year
• dodgebc / jaxkd
  Minimal JAX implementation of k-nearest neighbors using a k-d tree.
  ☆51Updated 5 months ago
• dfm / numpyro-ext
  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
• jeremiecoullon / SGMCMCJax
  Lightweight library of stochastic gradient MCMC algorithms written in JAX.
  ☆105Updated 2 years ago
• astro-informatics / harmonic
  Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection
  ☆73Updated 2 weeks ago