Alternatives and similar repositories for pzflow

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

• undark-lab / swyft
  A system for scientific simulation-based inference at scale.
  ☆164Updated last year
• probabilists / lampe
  Likelihood-free AMortized Posterior Estimation with PyTorch
  ☆130Updated last year
• dirmeier / sbijax
  Simulation-based inference in JAX
  ☆32Updated 4 months ago
• martin-marek / mini-hmc-jax
  A simple implementation of Hamiltonian Monte Carlo in JAX.
  ☆21Updated last year
• Joshuaalbert / jaxns
  Probabilistic Programming and Nested sampling in JAX
  ☆198Updated last week
• sbi-dev / pyknos
  Conditional density estimation with neural networks
  ☆32Updated 7 months ago
• dingo-gw / flow-matching-posterior-estimation
  ☆27Updated last year
• astrockragh / Mangrove
  Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.
  ☆24Updated last month
• justinalsing / pydelfi
  Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
  ☆110Updated last year
• biweidai / SINF
  Sliced Iterative Generator (SIG) & Gaussianizing Iterative Slicing (GIS)
  ☆37Updated 2 years ago
• homerjed / sbiax
  Fast, lightweight and parallelised simulation-based inference in JAX.
  ☆18Updated 2 weeks ago
• Pablo-Lemos / GGNS
  Gradient Based Nested Sampling
  ☆20Updated last year
• tomcharnock / IMNN
  Using neural networks to extract sufficient statistics from data by maximising the Fisher information
  ☆32Updated 2 years ago
• mackelab / simformer
  Combination of transformers and diffusion models for flexible all-in-one simulation-based inference
  ☆69Updated 2 months ago
• JakobRobnik / MicroCanonicalHMC
  MCHMC: sampler from an arbitrary differentiable distribution
  ☆73Updated 3 months ago
• smsharma / awesome-neural-sbi
  Community-sourced list of papers and resources on neural simulation-based inference.
  ☆124Updated 3 months ago
• smsharma / jax-conditional-flows
  Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.
  ☆20Updated last year
• kazewong / flowMC
  Normalizing-flow enhanced sampling package for probabilistic inference in Jax
  ☆248Updated last week
• smsharma / sbi-lecture-mit
  Notebook to go along with a lecture for the MIT course 8.16: Data Science in Physics on neural simulation-based inference.
  ☆58Updated last year
• tingyuansen / deep-potential
  ☆16Updated 4 years ago
• h3jia / bayesfast
  Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.
  ☆27Updated 2 years ago
• kazewong / jim
  Gravitational-wave data analysis tools in Jax
  ☆74Updated last week
• DifferentiableUniverseInitiative / jax_cosmo
  A differentiable cosmology library in JAX
  ☆210Updated last month
• jeremiecoullon / SGMCMCJax
  Lightweight library of stochastic gradient MCMC algorithms written in JAX.
  ☆104Updated last year
• adonath / gmmx
  Gaussian Mixture Models in Jax
  ☆22Updated last month
• mj-will / nessai
  nessai: Nested Sampling with Artificial Intelligence
  ☆40Updated 2 months ago
• albcab / fmx
  Conditional Flow Matching using JAX
  ☆13Updated 2 years ago
• dfm / emcee-jax
  An experiment: emcee implemented in JAX
  ☆26Updated 3 years ago
• sbi-benchmark / sbibm
  Simulation-based inference benchmark
  ☆101Updated 7 months ago
• Information-Fusion-Lab-Umass / NuX
  Normalizing Flows using JAX
  ☆84Updated last year