Alternatives and similar repositories for swyft

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

• DifferentiableUniverseInitiative / jax_cosmo
  A differentiable cosmology library in JAX
  ☆221Updated 6 months ago
• kazewong / flowMC
  Normalizing-flow enhanced sampling package for probabilistic inference in Jax
  ☆254Updated 2 months ago
• justinalsing / pydelfi
  Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
  ☆110Updated 2 years ago
• Joshuaalbert / jaxns
  Probabilistic Programming and Nested sampling in JAX
  ☆217Updated 2 weeks ago
• jfcrenshaw / pzflow
  Probabilistic modeling of tabular data with normalizing flows.
  ☆58Updated 2 weeks ago
• JakobRobnik / MicroCanonicalHMC
  MCHMC: sampler from an arbitrary differentiable distribution
  ☆75Updated 3 weeks ago
• probabilists / lampe
  Likelihood-free AMortized Posterior Estimation with PyTorch
  ☆131Updated last year
• kazewong / jim
  Gravitational-wave data analysis tools in Jax
  ☆78Updated 4 months ago
• astro-informatics / harmonic
  Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection
  ☆73Updated last week
• tomcharnock / IMNN
  Using neural networks to extract sufficient statistics from data by maximising the Fisher information
  ☆32Updated 2 years ago
• 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.
  ☆61Updated 2 years ago
• 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 last week
• smsharma / awesome-neural-sbi
  Community-sourced list of papers and resources on neural simulation-based inference.
  ☆139Updated last month
• martin-marek / mini-hmc-jax
  A simple implementation of Hamiltonian Monte Carlo in JAX.
  ☆21Updated last year
• 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 10 months ago
• GalacticDynamics / unxt
  Unitful Quantities in JAX
  ☆49Updated this week
• LFITaskForce / FlatironMeeting
  Meeting repo for likelihood free inference meeting
  ☆14Updated 3 years ago
• minaskar / zeus
  ⚡️ zeus: Lightning Fast MCMC ⚡️
  ☆241Updated last year
• astrockragh / Mangrove
  Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.
  ☆24Updated 5 months ago
• HajimeKawahara / exojax
  🐈 Differentiable Spectrum Modeling of Exoplanets and Brown Dwarfs
  ☆66Updated last week
• NIFTy-PPL / JAXbind
  Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation
  ☆75Updated 3 months ago
• f0uriest / quadax
  Numerical quadrature with JAX
  ☆73Updated 2 weeks ago
• DifferentiableUniverseInitiative / JaxPM
  JAX-powered Cosmological Particle-Mesh N-body Solver
  ☆59Updated 2 weeks ago
• h3jia / bayesfast
  Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.
  ☆27Updated 3 years ago
• dirmeier / sbijax
  Simulation-based inference in JAX
  ☆42Updated last month
• smsharma / jax-conditional-flows
  Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.
  ☆20Updated last year
• sbi-benchmark / sbibm
  Simulation-based inference benchmark
  ☆108Updated 11 months ago
• dfm / tinygp
  The tiniest of Gaussian Process libraries
  ☆327Updated 3 weeks ago
• sbi-dev / pyknos
  Conditional density estimation with neural networks
  ☆35Updated 11 months ago