Alternatives and similar repositories for GGNS

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

• mj-will / nessai
  nessai: Nested Sampling with Artificial Intelligence
  ☆40Updated last week
• dingo-gw / flow-matching-posterior-estimation
  ☆26Updated last year
• DifferentiableUniverseInitiative / JaxPM
  JAX-powered Cosmological Particle-Mesh N-body Solver
  ☆43Updated 3 weeks ago
• Ciela-Institute / PQM
  Implemenation of PQMass from Lemos et al. 2024
  ☆15Updated last month
• homerjed / sbiax
  Fast, lightweight and parallelised simulation-based inference in JAX.
  ☆18Updated 2 weeks ago
• astro-informatics / proxnest
  Proximal Nested Sampling for high-dimensional Bayesian model selection
  ☆24Updated last year
• ohahn / DISCO-EB
  JAX-based linear Einstein-Boltzmann solver for cosmology
  ☆16Updated last month
• astrockragh / Mangrove
  Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.
  ☆24Updated last month
• NiallJeffrey / MomentNetworks
  Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)
  ☆15Updated 2 years ago
• JAXtronomy / awesome-JAXtronomy
  Curated list of astronomy/astrophysics code packages using JAX
  ☆43Updated 6 months ago
• martin-marek / mini-hmc-jax
  A simple implementation of Hamiltonian Monte Carlo in JAX.
  ☆19Updated last year
• GalacticDynamics / unxt
  Unitful Quantities in JAX
  ☆40Updated this week
• Ciela-Institute / tarp
  Coverage tests to check the quality of your posterior estimators.
  ☆30Updated 9 months ago
• smsharma / jax-conditional-flows
  Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.
  ☆20Updated last year
• dirmeier / sbijax
  Simulation-based inference in JAX
  ☆31Updated last month
• 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
  ☆71Updated this week
• astro-informatics / harmonic
  Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection
  ☆68Updated this week
• tedwards2412 / ripple
  Differentiable Gravitational Waveforms with JAX
  ☆57Updated 9 months ago
• tomcharnock / IMNN
  Using neural networks to extract sufficient statistics from data by maximising the Fisher information
  ☆32Updated 2 years ago
• htjb / margarine
  Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.
  ☆13Updated 3 months ago
• hsimonfroy / benchmark-field-level
  Benchmarking field-level cosmological inference from galaxy surveys.
  ☆10Updated last month
• DifferentiableUniverseInitiative / sbi_lens
  A python package for Weak Lensing Implicit Inference with Differentiable Simulator
  ☆16Updated last year
• tingyuansen / deep-potential
  ☆16Updated 4 years ago
• JAXtronomy / October2024-Meeting
  Astronomy Research + JAX Meeting 2024
  ☆13Updated 7 months ago
• sterinaldi / FIGARO
  Fast Inference for GW Astronomy, Research and Observations
  ☆19Updated 2 weeks ago
• EiffL / JaxKDTree
  A Jax wrapper for cudaKDTree
  ☆10Updated last year
• uofgravity / glasflow
  Normalising flows implemented using nflows
  ☆27Updated 7 months ago
• jfcrenshaw / pzflow
  Probabilistic modeling of tabular data with normalizing flows.
  ☆56Updated last week
• NIFTy-PPL / JAXbind
  Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation
  ☆72Updated last month