Alternatives and similar repositories for sbijax

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

• mackelab / simformer
  Combination of transformers and diffusion models for flexible all-in-one simulation-based inference
  ☆79Updated 7 months ago
• JakobRobnik / MicroCanonicalHMC
  MCHMC: sampler from an arbitrary differentiable distribution
  ☆75Updated last month
• smsharma / awesome-neural-sbi
  Community-sourced list of papers and resources on neural simulation-based inference.
  ☆143Updated this week
• homerjed / sbiax
  Fast, lightweight and parallelised simulation-based inference in JAX.
  ☆22Updated 2 months ago
• smsharma / jax-conditional-flows
  Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.
  ☆20Updated last year
• f0uriest / quadax
  Numerical quadrature with JAX
  ☆75Updated this week
• dodgebc / jaxkd
  Minimal JAX implementation of k-nearest neighbors using a k-d tree.
  ☆53Updated 6 months ago
• kazewong / flowMC
  Normalizing-flow enhanced sampling package for probabilistic inference in Jax
  ☆255Updated 2 months ago
• sbi-benchmark / sbibm
  Simulation-based inference benchmark
  ☆108Updated last year
• undark-lab / swyft
  A system for scientific simulation-based inference at scale.
  ☆164Updated last year
• danielward27 / flowjax
  ☆211Updated last week
• jfcrenshaw / pzflow
  Probabilistic modeling of tabular data with normalizing flows.
  ☆58Updated 2 weeks ago
• martin-marek / mini-hmc-jax
  A simple implementation of Hamiltonian Monte Carlo in JAX.
  ☆20Updated last year
• EddieCunningham / generax
  Generative models with JAX.
  ☆20Updated last year
• sbi-dev / pyknos
  Conditional density estimation with neural networks
  ☆35Updated last year
• probabilists / lampe
  Likelihood-free AMortized Posterior Estimation with PyTorch
  ☆132Updated last year
• Joshuaalbert / jaxns
  Probabilistic Programming and Nested sampling in JAX
  ☆219Updated last month
• modichirag / GSM-VI
  Code for Gaussian Score Matching Variational Inference
  ☆35Updated 11 months 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
• justinalsing / pydelfi
  Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
  ☆110Updated 2 years ago
• DifferentiableUniverseInitiative / JaxPM
  JAX-powered Cosmological Particle-Mesh N-body Solver
  ☆58Updated last month
• GalacticDynamics / unxt
  Unitful Quantities in JAX
  ☆51Updated this week
• kazewong / jim
  Gravitational-wave data analysis tools in Jax
  ☆78Updated 5 months ago
• flatironinstitute / jax-finufft
  JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library
  ☆110Updated last week
• astro-informatics / harmonic
  Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection
  ☆74Updated 2 weeks ago
• pnkraemer / matfree
  Matrix-free linear algebra in JAX.
  ☆160Updated last month
• ChrisBoettner / gallifrey
  A JAX-based gaussian process structure learning package for time series modelling.
  ☆33Updated 7 months ago
• Pablo-Lemos / GGNS
  Gradient Based Nested Sampling
  ☆20Updated last year
• mlcolab / sbi-workshop
  SBI Workshop jointly by Helmholtz AI + ML ⇌ Science Colaboratory
  ☆23Updated 2 years ago
• adonath / gmmx
  Gaussian Mixture Models in Jax
  ☆23Updated 6 months ago