Alternatives and similar repositories for simulation-based-inference.github.io

Users that are interested in simulation-based-inference.github.io are comparing it to the libraries listed below

• astro-informatics / proxnest
  Proximal Nested Sampling for high-dimensional Bayesian model selection
  ☆26Updated last year
• dfm / emcee-jax
  An experiment: emcee implemented in JAX
  ☆28Updated 3 years ago
• JAXtronomy / spexial
  Special functions in Jax
  ☆16Updated 11 months ago
• montefiore-institute / balanced-nre
  Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".
  ☆14Updated 3 years ago
• tomcharnock / IMNN
  Using neural networks to extract sufficient statistics from data by maximising the Fisher information
  ☆32Updated 2 years ago
• adonath / gmmx
  Gaussian Mixture Models in Jax
  ☆23Updated 6 months ago
• madjax-hep / madjax
  madjax
  ☆14Updated last year
• luciapapalini / kenn-gw-transformer
  KENN - A Transformer Encoder for Gravitational Waves
  ☆11Updated 4 months ago
• HajimeKawahara / exojax
  🐈 Differentiable Spectrum Modeling of Exoplanets and Brown Dwarfs
  ☆67Updated last week
• h3jia / bayesfast
  Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.
  ☆27Updated 3 years ago
• tingyuansen / deep-potential
  ☆16Updated 5 years ago
• adammoss / nnest
  Neural network nested and MCMC sampling
  ☆21Updated 4 years ago
• gradhep / relaxed
  Provides differentiable versions of common HEP operations and objectives.
  ☆26Updated 2 years ago
• dfm / cv
  My CV
  ☆39Updated this week
• htjb / margarine
  Easy to use density estimation tools.
  ☆13Updated 3 weeks ago
• smsharma / hierarchical-inference
  Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.
  ☆13Updated 2 years ago
• dfm / jpu
  JAX + Units
  ☆52Updated last month
• homerjed / sbiax
  Fast, lightweight and parallelised simulation-based inference in JAX.
  ☆22Updated 3 months ago
• LFITaskForce / FlatironMeeting
  Meeting repo for likelihood free inference meeting
  ☆14Updated 3 years ago
• GalacticDynamics / coordinax
  Coordinates in JAX
  ☆29Updated this week
• Rodrigo-Tenorio / sfts
  Short Fourier Transforms for Fresnel-weighted Template summation
  ☆15Updated 8 months ago
• GalacticDynamics / unxt
  Unitful Quantities in JAX
  ☆51Updated last week
• astro-informatics / harmonic
  Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection
  ☆75Updated 3 weeks 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
• dpiras / cosmopower-jax
  Differentiable cosmological emulators: the JAX version of CosmoPower
  ☆43Updated 2 months ago
• martin-marek / mini-hmc-jax
  A simple implementation of Hamiltonian Monte Carlo in JAX.
  ☆20Updated last year
• justinalsing / pydelfi
  Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
  ☆111Updated 2 years ago
• gradhep / neos
  Upstream optimisation for downstream inference
  ☆70Updated 2 weeks ago
• 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 3 years ago
• ML4GW / amplfi
  Performing parameter estimation on gravitational wave data with machine learning
  ☆22Updated this week