Alternatives and similar repositories for pydelfi

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

• tomcharnock / IMNN
  Using neural networks to extract sufficient statistics from data by maximising the Fisher information
  ☆32Updated 2 years ago
• h3jia / bayesfast
  Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.
  ☆27Updated 3 years ago
• mj-will / nessai
  nessai: Nested Sampling with Artificial Intelligence
  ☆43Updated 2 months ago
• NiallJeffrey / MomentNetworks
  Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)
  ☆15Updated 3 years ago
• undark-lab / swyft
  A system for scientific simulation-based inference at scale.
  ☆164Updated last year
• SihaoCheng / scattering_transform
  A webpage for the scattering transform. To calculate, you just need the folder called "scattering".
  ☆60Updated last year
• kazewong / jim
  Gravitational-wave data analysis tools in Jax
  ☆77Updated 3 months ago
• astro-informatics / harmonic
  Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection
  ☆72Updated last week
• stephengreen / lfi-gw
  Likelihood-Free Inference for Gravitational Waves
  ☆43Updated 4 years ago
• kmzzhang / nbi
  Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications
  ☆39Updated 3 months ago
• maho3 / ltu-ili
  Robust ML in Astro
  ☆70Updated 2 months ago
• dfm / emcee-jax
  An experiment: emcee implemented in JAX
  ☆26Updated 3 years ago
• Ciela-Institute / tarp
  Coverage tests to check the quality of your posterior estimators.
  ☆32Updated last year
• LFITaskForce / FlatironMeeting
  Meeting repo for likelihood free inference meeting
  ☆14Updated 3 years ago
• tedwards2412 / ripple
  Differentiable Gravitational Waveforms with JAX
  ☆67Updated 4 months ago
• dpiras / cosmopower-jax
  Differentiable cosmological emulators: the JAX version of CosmoPower
  ☆41Updated this week
• tingyuansen / deep-potential
  ☆16Updated 4 years ago
• adammoss / nnest
  Neural network nested and MCMC sampling
  ☆21Updated 4 years ago
• 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 9 months ago
• uofgravity / glasflow
  Normalising flows implemented using nflows
  ☆27Updated last year
• ohahn / DISCO-EB
  JAX-based linear Einstein-Boltzmann solver for cosmology
  ☆24Updated 2 weeks ago
• CosmoStat / jax-lensing
  A JAX package for weak gravitational lensing
  ☆35Updated last year
• minaskar / pocomc
  pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation
  ☆113Updated 2 months ago
• tlmakinen / cosmicGraphs
  Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202
  ☆13Updated last year
• astrockragh / Mangrove
  Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.
  ☆24Updated 4 months ago
• smsharma / mining-for-substructure-lens
  Inference of substructure properties in strong lensing systems with machine learning. Code repository associated with https://arxiv.org/a…
  ☆32Updated 6 years ago
• astro-informatics / proxnest
  Proximal Nested Sampling for high-dimensional Bayesian model selection
  ☆26Updated last year
• wangbingjie / sbi_pp
  Simulation-based (likelihood-free) inference customized for astronomical applications
  ☆29Updated last year
• dflemin3 / approxposterior
  A Python package for approximate Bayesian inference and optimization using Gaussian processes
  ☆42Updated 2 years ago
• DifferentiableUniverseInitiative / jax_cosmo
  A differentiable cosmology library in JAX
  ☆217Updated 5 months ago