Alternatives and similar repositories for GGNS

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

• dingo-gw / flow-matching-posterior-estimation
  ☆27Updated last year
• NiallJeffrey / MomentNetworks
  Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)
  ☆15Updated 3 years ago
• astro-informatics / proxnest
  Proximal Nested Sampling for high-dimensional Bayesian model selection
  ☆25Updated last year
• martin-marek / mini-hmc-jax
  A simple implementation of Hamiltonian Monte Carlo in JAX.
  ☆21Updated last year
• smsharma / jax-conditional-flows
  Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.
  ☆20Updated last year
• mj-will / nessai
  nessai: Nested Sampling with Artificial Intelligence
  ☆40Updated 2 months ago
• dirmeier / sbijax
  Simulation-based inference in JAX
  ☆32Updated 4 months ago
• kazewong / jim
  Gravitational-wave data analysis tools in Jax
  ☆74Updated last week
• jfcrenshaw / pzflow
  Probabilistic modeling of tabular data with normalizing flows.
  ☆58Updated 2 months ago
• homerjed / sbiax
  Fast, lightweight and parallelised simulation-based inference in JAX.
  ☆18Updated 2 weeks ago
• justinalsing / pydelfi
  Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
  ☆110Updated last year
• tedwards2412 / ripple
  Differentiable Gravitational Waveforms with JAX
  ☆60Updated last month
• Ciela-Institute / tarp
  Coverage tests to check the quality of your posterior estimators.
  ☆31Updated last year
• tomcharnock / IMNN
  Using neural networks to extract sufficient statistics from data by maximising the Fisher information
  ☆32Updated 2 years ago
• JAXtronomy / awesome-JAXtronomy
  Curated list of astronomy/astrophysics code packages using JAX
  ☆45Updated 8 months ago
• htjb / margarine
  Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.
  ☆13Updated 6 months ago
• DifferentiableUniverseInitiative / JaxPM
  JAX-powered Cosmological Particle-Mesh N-body Solver
  ☆51Updated last month
• dfm / emcee-jax
  An experiment: emcee implemented in JAX
  ☆26Updated 3 years ago
• JakobRobnik / MicroCanonicalHMC
  MCHMC: sampler from an arbitrary differentiable distribution
  ☆73Updated 4 months ago
• astrockragh / Mangrove
  Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.
  ☆24Updated last month
• undark-lab / swyft
  A system for scientific simulation-based inference at scale.
  ☆164Updated last year
• GalacticDynamics / galax
  Galactic and Gravitational Dynamics in Python (+ GPU and autodiff)
  ☆38Updated 2 weeks ago
• astro-informatics / harmonic
  Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection
  ☆69Updated 2 months ago
• hoyc1 / bilby_lisa
  ☆12Updated 5 months ago
• uofgravity / glasflow
  Normalising flows implemented using nflows
  ☆27Updated 10 months ago
• h3jia / bayesfast
  Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.
  ☆27Updated 2 years ago
• GalacticDynamics / unxt
  Unitful Quantities in JAX
  ☆42Updated last month
• ohahn / DISCO-EB
  JAX-based linear Einstein-Boltzmann solver for cosmology
  ☆19Updated last month
• dpiras / cosmopower-jax
  Differentiable cosmological emulators: the JAX version of CosmoPower
  ☆40Updated 2 months ago
• PEREGRINE-GW / saqqara
  A simulation-based Inference (SBI) library designed for stochastic gravitational wave background data analysis
  ☆16Updated 7 months ago