Alternatives and similar repositories for MicroCanonicalHMC

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

• dirmeier / sbijax
  Simulation-based inference in JAX
  ☆39Updated 7 months ago
• kazewong / flowMC
  Normalizing-flow enhanced sampling package for probabilistic inference in Jax
  ☆252Updated 2 weeks ago
• Joshuaalbert / jaxns
  Probabilistic Programming and Nested sampling in JAX
  ☆210Updated 3 months ago
• f0uriest / quadax
  Numerical quadrature with JAX
  ☆72Updated this week
• undark-lab / swyft
  A system for scientific simulation-based inference at scale.
  ☆164Updated last year
• NIFTy-PPL / JAXbind
  Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation
  ☆74Updated last month
• kazewong / jim
  Gravitational-wave data analysis tools in Jax
  ☆75Updated 2 months ago
• homerjed / sbiax
  Fast, lightweight and parallelised simulation-based inference in JAX.
  ☆21Updated 2 weeks ago
• smsharma / awesome-neural-sbi
  Community-sourced list of papers and resources on neural simulation-based inference.
  ☆134Updated last week
• smsharma / jax-conditional-flows
  Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.
  ☆20Updated last year
• flatironinstitute / jax-finufft
  JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library
  ☆106Updated last week
• GalacticDynamics / unxt
  Unitful Quantities in JAX
  ☆46Updated 2 weeks ago
• HajimeKawahara / exojax
  🐈 Differentiable Spectrum Modeling of Exoplanets and Brown Dwarfs
  ☆64Updated this week
• danielward27 / flowjax
  ☆198Updated 2 weeks ago
• dodgebc / jaxkd
  Minimal JAX implementation of k-nearest neighbors using a k-d tree.
  ☆50Updated 4 months ago
• justinalsing / pydelfi
  Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
  ☆110Updated 2 years ago
• martin-marek / mini-hmc-jax
  A simple implementation of Hamiltonian Monte Carlo in JAX.
  ☆21Updated last year
• jfcrenshaw / pzflow
  Probabilistic modeling of tabular data with normalizing flows.
  ☆58Updated last month
• DifferentiableUniverseInitiative / jax_cosmo
  A differentiable cosmology library in JAX
  ☆215Updated 4 months ago
• EddieCunningham / generax
  Generative models with JAX.
  ☆20Updated 10 months ago
• h3jia / bayesfast
  Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.
  ☆27Updated 3 years ago
• sbi-benchmark / sbibm
  Simulation-based inference benchmark
  ☆105Updated 9 months ago
• sbi-dev / pyknos
  Conditional density estimation with neural networks
  ☆34Updated 9 months 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
• DifferentiableUniverseInitiative / JaxPM
  JAX-powered Cosmological Particle-Mesh N-body Solver
  ☆57Updated last week
• f0uriest / interpax
  Interpolation and function approximation with JAX
  ☆226Updated this week
• mackelab / simformer
  Combination of transformers and diffusion models for flexible all-in-one simulation-based inference
  ☆74Updated 4 months ago
• tedwards2412 / ripple
  Differentiable Gravitational Waveforms with JAX
  ☆66Updated 3 months ago
• astro-informatics / harmonic
  Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection
  ☆70Updated last week
• probabilists / lampe
  Likelihood-free AMortized Posterior Estimation with PyTorch
  ☆131Updated last year