Alternatives and similar repositories for lampe

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

• undark-lab / swyft
  A system for scientific simulation-based inference at scale.
  ☆164Updated last year
• sbi-benchmark / sbibm
  Simulation-based inference benchmark
  ☆97Updated 5 months ago
• jfcrenshaw / pzflow
  Probabilistic modeling of tabular data with normalizing flows.
  ☆57Updated 3 weeks ago
• kazewong / flowMC
  Normalizing-flow enhanced sampling package for probabilistic inference in Jax
  ☆247Updated last week
• smsharma / awesome-neural-sbi
  Community-sourced list of papers and resources on neural simulation-based inference.
  ☆118Updated last month
• jeremiecoullon / SGMCMCJax
  Lightweight library of stochastic gradient MCMC algorithms written in JAX.
  ☆104Updated last year
• mackelab / simformer
  Combination of transformers and diffusion models for flexible all-in-one simulation-based inference
  ☆68Updated 3 weeks ago
• Joshuaalbert / jaxns
  Probabilistic Programming and Nested sampling in JAX
  ☆187Updated last week
• dirmeier / sbijax
  Simulation-based inference in JAX
  ☆32Updated 3 months ago
• dfm / tinygp
  The tiniest of Gaussian Process libraries
  ☆313Updated this week
• danielward27 / flowjax
  ☆173Updated last week
• DifferentiableUniverseInitiative / jax_cosmo
  A differentiable cosmology library in JAX
  ☆206Updated 2 weeks ago
• dingo-gw / flow-matching-posterior-estimation
  ☆27Updated last year
• biweidai / SINF
  Sliced Iterative Generator (SIG) & Gaussianizing Iterative Slicing (GIS)
  ☆37Updated 2 years ago
• sbi-dev / pyknos
  Conditional density estimation with neural networks
  ☆31Updated 5 months ago
• justinalsing / pydelfi
  Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
  ☆109Updated last year
• Information-Fusion-Lab-Umass / NuX
  Normalizing Flows using JAX
  ☆83Updated last year
• martin-marek / mini-hmc-jax
  A simple implementation of Hamiltonian Monte Carlo in JAX.
  ☆20Updated last year
• EddieCunningham / generax
  Generative models with JAX.
  ☆17Updated 6 months ago
• JakobRobnik / MicroCanonicalHMC
  MCHMC: sampler from an arbitrary differentiable distribution
  ☆73Updated 2 months ago
• montefiore-institute / balanced-nre
  Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".
  ☆14Updated 2 years ago
• francois-rozet / inox
  Stainless neural networks in JAX
  ☆34Updated last month
• modichirag / GSM-VI
  Code for Gaussian Score Matching Variational Inference
  ☆34Updated 4 months ago
• thoglu / jammy_flows
  A package to describe amortized (conditional) normalizing-flow PDFs defined jointly on tensor products of manifolds with coverage control…
  ☆43Updated 3 months ago
• kazewong / jim
  Gravitational-wave data analysis tools in Jax
  ☆71Updated this week
• homerjed / sbiax
  Fast, lightweight and parallelised simulation-based inference in JAX.
  ☆18Updated this week
• jax-ml / bayeux
  State of the art inference for your bayesian models.
  ☆219Updated 2 months ago
• albcab / fmx
  Conditional Flow Matching using JAX
  ☆13Updated 2 years ago
• JaxGaussianProcesses / GPJax
  Gaussian processes in JAX and Flax.
  ☆521Updated 3 weeks ago
• astro-informatics / harmonic
  Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection
  ☆69Updated last month