Alternatives and similar repositories for generax:

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

• dirmeier / sbijax
  Simulation-based inference in JAX
  ☆29Updated last week
• JakobRobnik / MicroCanonicalHMC
  MCHMC: sampler from an arbitrary differentiable distribution
  ☆72Updated this week
• danielward27 / flowjax
  ☆134Updated last month
• smsharma / jax-conditional-flows
  Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.
  ☆14Updated 10 months ago
• francois-rozet / inox
  Stainless neural networks in JAX
  ☆32Updated 3 months ago
• f0uriest / quadax
  Numerical quadrature with JAX
  ☆50Updated this week
• martin-marek / mini-hmc-jax
  A simple implementation of Hamiltonian Monte Carlo in JAX.
  ☆17Updated 11 months ago
• modichirag / GSM-VI
  Code for Gaussian Score Matching Variational Inference
  ☆30Updated 3 months ago
• jfcrenshaw / pzflow
  Probabilistic modeling of tabular data with normalizing flows.
  ☆55Updated 7 months ago
• Pablo-Lemos / GGNS
  Gradient Based Nested Sampling
  ☆19Updated 11 months ago
• kazewong / flowMC
  Normalizing-flow enhanced sampling package for probabilistic inference in Jax
  ☆208Updated this week
• smsharma / awesome-neural-sbi
  Community-sourced list of papers and resources on neural simulation-based inference.
  ☆107Updated last week
• danielward27 / paramax
  A small library of paramaterizations and parameter constraints for PyTrees.
  ☆14Updated 3 months ago
• probabilists / lampe
  Likelihood-free AMortized Posterior Estimation with PyTorch
  ☆122Updated 5 months ago
• mackelab / simformer
  Combination of transformers and diffusion models for flexible all-in-one simulation-based inference
  ☆56Updated 7 months ago
• GalacticDynamics / unxt
  Unitful Quantities in JAX
  ☆29Updated this week
• jeremiecoullon / SGMCMCJax
  Lightweight library of stochastic gradient MCMC algorithms written in JAX.
  ☆99Updated last year
• Joshuaalbert / jaxns
  Probabilistic Programming and Nested sampling in JAX
  ☆164Updated last month
• LFITaskForce / FlatironMeeting
  Meeting repo for likelihood free inference meeting
  ☆15Updated 2 years ago
• jeremiecoullon / jax-tqdm
  Add a tqdm progress bar to your JAX scans and loops.
  ☆101Updated 3 months ago
• zhao-david / CDE-diagnostics
  Diagnostics for Conditional Density Estimators and Bayesian Inference Algorithms
  ☆14Updated 2 years ago
• dingo-gw / flow-matching-posterior-estimation
  ☆24Updated last year
• Ciela-Institute / tarp
  Coverage tests to check the quality of your posterior estimators.
  ☆29Updated 5 months ago
• sbi-benchmark / sbibm
  Simulation-based inference benchmark
  ☆95Updated last week
• NIFTy-PPL / JAXbind
  Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation
  ☆64Updated 7 months ago
• cgarciae / simple-pytree
  A dead simple Python package for creating custom JAX pytree objects
  ☆62Updated 2 months ago
• astro-informatics / s2wav
  Differentiable and accelerated wavelet transform on the sphere with JAX
  ☆17Updated 9 months ago
• ohahn / DISCO-EB
  JAX-based linear Einstein-Boltzmann solver for cosmology
  ☆13Updated 2 months ago
• biweidai / SINF
  Sliced Iterative Generator (SIG) & Gaussianizing Iterative Slicing (GIS)
  ☆36Updated last year
• sbi-dev / pyknos
  Conditional density estimation with neural networks
  ☆30Updated last week