Alternatives and similar repositories for sbi-lecture-mit

Users that are interested in sbi-lecture-mit are comparing it to the libraries listed below

• undark-lab / swyft
  A system for scientific simulation-based inference at scale.
  ☆164Updated last year
• jfcrenshaw / pzflow
  Probabilistic modeling of tabular data with normalizing flows.
  ☆58Updated last week
• kazewong / jim
  Gravitational-wave data analysis tools in Jax
  ☆75Updated last month
• astrockragh / Mangrove
  Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.
  ☆24Updated 2 months ago
• DifferentiableUniverseInitiative / JaxPM
  JAX-powered Cosmological Particle-Mesh N-body Solver
  ☆52Updated this week
• justinalsing / pydelfi
  Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
  ☆110Updated 2 years ago
• mj-will / nessai
  nessai: Nested Sampling with Artificial Intelligence
  ☆41Updated 3 weeks ago
• homerjed / sbiax
  Fast, lightweight and parallelised simulation-based inference in JAX.
  ☆19Updated last month
• tedwards2412 / ripple
  Differentiable Gravitational Waveforms with JAX
  ☆61Updated 2 months ago
• tingyuansen / deep-potential
  ☆16Updated 4 years ago
• astro-informatics / proxnest
  Proximal Nested Sampling for high-dimensional Bayesian model selection
  ☆26Updated last year
• adammoss / nnest
  Neural network nested and MCMC sampling
  ☆22Updated 3 years ago
• GalacticDynamics / galax
  Galactic and Gravitational Dynamics in Python (+ GPU and autodiff)
  ☆39Updated this week
• DifferentiableUniverseInitiative / jax_cosmo
  A differentiable cosmology library in JAX
  ☆214Updated 3 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
  ☆208Updated last month
• astro-informatics / harmonic
  Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection
  ☆69Updated last week
• smsharma / jax-conditional-flows
  Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.
  ☆19Updated last year
• dfm / emcee-jax
  An experiment: emcee implemented in JAX
  ☆26Updated 3 years ago
• JAXtronomy / awesome-JAXtronomy
  Curated list of astronomy/astrophysics code packages using JAX
  ☆45Updated 10 months ago
• kazewong / flowMC
  Normalizing-flow enhanced sampling package for probabilistic inference in Jax
  ☆250Updated last month
• dirmeier / sbijax
  Simulation-based inference in JAX
  ☆35Updated 5 months ago
• tomcharnock / IMNN
  Using neural networks to extract sufficient statistics from data by maximising the Fisher information
  ☆32Updated 2 years ago
• smsharma / awesome-neural-sbi
  Community-sourced list of papers and resources on neural simulation-based inference.
  ☆127Updated 4 months ago
• NIFTy-PPL / JAXbind
  Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation
  ☆74Updated this week
• NiallJeffrey / MomentNetworks
  Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)
  ☆15Updated 3 years ago
• CosmoStat / jax-lensing
  A JAX package for weak gravitational lensing
  ☆35Updated last year
• HajimeKawahara / exojax
  🐈 Differentiable Spectrum Modeling of Exoplanets and Brown Dwarfs
  ☆63Updated last week
• Pablo-Lemos / GGNS
  Gradient Based Nested Sampling
  ☆20Updated last year
• JoeriHermans / constraining-dark-matter-with-stellar-streams-and-ml
  Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.
  ☆18Updated 2 years ago