Alternatives and similar repositories for JaxPM

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

• JAXtronomy / awesome-JAXtronomy
  Curated list of astronomy/astrophysics code packages using JAX
  ☆49Updated last month
• ohahn / DISCO-EB
  JAX-based linear Einstein-Boltzmann solver for cosmology
  ☆23Updated this week
• eelregit / pmwd
  Differentiable Cosmological Forward Model
  ☆87Updated this week
• Ciela-Institute / tarp
  Coverage tests to check the quality of your posterior estimators.
  ☆32Updated last year
• tedwards2412 / ripple
  Differentiable Gravitational Waveforms with JAX
  ☆66Updated 3 months ago
• kazewong / jim
  Gravitational-wave data analysis tools in Jax
  ☆75Updated 2 months ago
• DifferentiableUniverseInitiative / sbi_lens
  A python package for Weak Lensing Implicit Inference with Differentiable Simulator
  ☆17Updated last year
• DifferentiableUniverseInitiative / jaxDecomp
  JAX bindings for the NVIDIA cuDecomp library
  ☆48Updated 2 weeks ago
• dpiras / cosmopower-jax
  Differentiable cosmological emulators: the JAX version of CosmoPower
  ☆41Updated 4 months ago
• GalSim-developers / JAX-GalSim
  JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.
  ☆31Updated last week
• HajimeKawahara / exojax
  🐈 Differentiable Spectrum Modeling of Exoplanets and Brown Dwarfs
  ☆64Updated this week
• dingo-gw / dingo
  Dingo: Deep inference for gravitational-wave observations
  ☆104Updated last week
• hsimonfroy / benchmark-field-level
  Benchmarking field-level cosmological inference from galaxy surveys.
  ☆12Updated 3 months ago
• kmzzhang / nbi
  Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications
  ☆39Updated 3 months ago
• GalacticDynamics / unxt
  Unitful Quantities in JAX
  ☆46Updated 2 weeks ago
• smsharma / jax-conditional-flows
  Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.
  ☆20Updated last year
• astro-informatics / harmonic
  Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection
  ☆70Updated last week
• mj-will / nessai
  nessai: Nested Sampling with Artificial Intelligence
  ☆42Updated 2 months ago
• GalacticDynamics / galax
  Galactic and Gravitational Dynamics in Python (+ GPU and autodiff)
  ☆40Updated 2 weeks ago
• maho3 / ltu-ili
  Robust ML in Astro
  ☆68Updated 2 months ago
• astrockragh / Mangrove
  Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.
  ☆24Updated 3 months ago
• justinalsing / pydelfi
  Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
  ☆110Updated 2 years ago
• ColmTalbot / gwpopulation
  CPU/GPU agnostic gravitational-wave population inference
  ☆52Updated last week
• CosmoStat / jax-lensing
  A JAX package for weak gravitational lensing
  ☆35Updated last year
• DifferentiableUniverseInitiative / jax_cosmo
  A differentiable cosmology library in JAX
  ☆215Updated 4 months ago
• alessiospuriomancini / cosmopower
  Machine Learning - accelerated Bayesian inference
  ☆73Updated 10 months ago
• NIFTy-PPL / JAXbind
  Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation
  ☆74Updated last month
• Pablo-Lemos / GGNS
  Gradient Based Nested Sampling
  ☆20Updated last year
• EiffL / JaxKDTree
  A Jax wrapper for cudaKDTree
  ☆11Updated last month
• 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