Alternatives and similar repositories for dawgz

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

• francois-rozet / inox
  Stainless neural networks in JAX
  ☆34Updated last month
• jfcrenshaw / pzflow
  Probabilistic modeling of tabular data with normalizing flows.
  ☆58Updated 2 weeks ago
• astro-informatics / harmonic
  Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection
  ☆75Updated 2 weeks ago
• kazewong / flowMC
  Normalizing-flow enhanced sampling package for probabilistic inference in Jax
  ☆255Updated 3 months ago
• homerjed / sbiax
  Fast, lightweight and parallelised simulation-based inference in JAX.
  ☆22Updated 3 months ago
• undark-lab / swyft
  A system for scientific simulation-based inference at scale.
  ☆164Updated last year
• probabilists / lampe
  Likelihood-free AMortized Posterior Estimation with PyTorch
  ☆132Updated last year
• GalacticDynamics / unxt
  Unitful Quantities in JAX
  ☆51Updated this week
• 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
  ☆44Updated 2 months ago
• DifferentiableUniverseInitiative / JaxPM
  JAX-powered Cosmological Particle-Mesh N-body Solver
  ☆58Updated last month
• LFITaskForce / FlatironMeeting
  Meeting repo for likelihood free inference meeting
  ☆14Updated 3 years ago
• Ciela-Institute / tarp
  Coverage tests to check the quality of your posterior estimators.
  ☆32Updated last year
• hsimonfroy / benchmark-field-level
  Benchmarking field-level cosmological inference from galaxy surveys.
  ☆12Updated 6 months ago
• mj-will / nessai
  nessai: Nested Sampling with Artificial Intelligence
  ☆45Updated last week
• justinalsing / pydelfi
  Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
  ☆111Updated 2 years ago
• smsharma / awesome-neural-sbi
  Community-sourced list of papers and resources on neural simulation-based inference.
  ☆144Updated this week
• astro-informatics / s2wav
  Differentiable and accelerated wavelet transform on the sphere with JAX
  ☆25Updated 8 months ago
• adonath / gmmx
  Gaussian Mixture Models in Jax
  ☆23Updated 6 months ago
• tingyuansen / deep-potential
  ☆16Updated 5 years ago
• mackelab / simformer
  Combination of transformers and diffusion models for flexible all-in-one simulation-based inference
  ☆79Updated 7 months ago
• Joshuaalbert / jaxns
  Probabilistic Programming and Nested sampling in JAX
  ☆219Updated last month
• tomcharnock / IMNN
  Using neural networks to extract sufficient statistics from data by maximising the Fisher information
  ☆32Updated 2 years ago
• astrockragh / Mangrove
  Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.
  ☆24Updated 6 months ago
• martin-marek / mini-hmc-jax
  A simple implementation of Hamiltonian Monte Carlo in JAX.
  ☆20Updated last year
• JakobRobnik / MicroCanonicalHMC
  MCHMC: sampler from an arbitrary differentiable distribution
  ☆75Updated last month
• ASEM000 / finitediffX
  Finite difference tools in JAX
  ☆23Updated last year
• GalacticDynamics / galax
  Galactic and Gravitational Dynamics in Python (+ GPU and autodiff)
  ☆41Updated last month
• GalacticDynamics / coordinax
  Coordinates in JAX
  ☆29Updated this week
• Pablo-Lemos / GGNS
  Gradient Based Nested Sampling
  ☆20Updated 2 years ago